---
_id: '17808'
abstract:
- lang: eng
  text: Four recent observational results have challenged our understanding of high--redshift
    galaxies, as they require the presence of far more ultraviolet photons than should
    be emitted by normal stellar populations. First, there is significant ultraviolet
    emission from Lyman Break Galaxies (LBGs) at wavelenghts shorter than 912Å. Second,
    there is strong Lyman alpha emission from extended ``blobs'' with little or no
    associated apparent ionizing continuum. Third, there is a population of galaxies
    with unusually strong Lyman-alpha emission lines. And fourth, there is a strong
    HeII (1640 Å) emission line in a composite of LBGs. The proposed explanations
    for the first three observations are internally inconsistent, and the fourth puzzle
    has remained hitherto unexplained. Here we show that all four problems are resolved
    simultaneously if 10-30 percent of the stars in many galaxies at z ~ 3-4 are mainly
    primordial - unenriched by elements heavier than helium ('metals'). Most models
    of hierarchical galaxy formation assume efficient intra--galactic metal mixing,
    and therefore do not predict metal-free star formation at redshifts significantly
    below z ~5. Our results imply that micro-mixing of metals within galaxies is inefficient
    on a ~ Gyr time-scale, a conclusion that can be verified with higher resolution
    simulations, and future observations of the HeII emission line.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Raul
  full_name: Jimenez, Raul
  last_name: Jimenez
- first_name: Zoltán
  full_name: Haiman, Zoltán
  id: 7c006e8c-cc0d-11ee-8322-cb904ef76f36
  last_name: Haiman
citation:
  ama: Jimenez R, Haiman Z. Significant primordial star formation at redshifts z ≈
    3–4. <i>Nature</i>. 2006;440(7083):501-504. doi:<a href="https://doi.org/10.1038/nature04580">10.1038/nature04580</a>
  apa: Jimenez, R., &#38; Haiman, Z. (2006). Significant primordial star formation
    at redshifts z ≈ 3–4. <i>Nature</i>. Springer Science and Business Media LLC.
    <a href="https://doi.org/10.1038/nature04580">https://doi.org/10.1038/nature04580</a>
  chicago: Jimenez, Raul, and Zoltán Haiman. “Significant Primordial Star Formation
    at Redshifts z ≈ 3–4.” <i>Nature</i>. Springer Science and Business Media LLC,
    2006. <a href="https://doi.org/10.1038/nature04580">https://doi.org/10.1038/nature04580</a>.
  ieee: R. Jimenez and Z. Haiman, “Significant primordial star formation at redshifts
    z ≈ 3–4,” <i>Nature</i>, vol. 440, no. 7083. Springer Science and Business Media
    LLC, pp. 501–504, 2006.
  ista: Jimenez R, Haiman Z. 2006. Significant primordial star formation at redshifts
    z ≈ 3–4. Nature. 440(7083), 501–504.
  mla: Jimenez, Raul, and Zoltán Haiman. “Significant Primordial Star Formation at
    Redshifts z ≈ 3–4.” <i>Nature</i>, vol. 440, no. 7083, Springer Science and Business
    Media LLC, 2006, pp. 501–04, doi:<a href="https://doi.org/10.1038/nature04580">10.1038/nature04580</a>.
  short: R. Jimenez, Z. Haiman, Nature 440 (2006) 501–504.
date_created: 2024-09-06T11:37:20Z
date_published: 2006-03-23T00:00:00Z
date_updated: 2024-09-25T14:01:07Z
day: '23'
doi: 10.1038/nature04580
extern: '1'
external_id:
  arxiv:
  - '0602450'
fulldoi: https://doi.org/10.1038/nature04580
intvolume: '       440'
issue: '7083'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: ' https://doi.org/10.48550/arXiv.astro-ph/0602450'
month: '03'
oa: 1
oa_version: Preprint
page: 501-504
publication: Nature
publication_identifier:
  issn:
  - 0028-0836
  - 1476-4687
publication_status: published
publisher: Springer Science and Business Media LLC
quality_controlled: '1'
related_material:
  link:
  - relation: erratum
    url: https://doi.org/10.1038/nature04774
scopus_import: '1'
status: public
title: Significant primordial star formation at redshifts z ≈ 3–4
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 440
year: '2006'
...
---
_id: '1796'
abstract:
- lang: eng
  text: Drugs that block the entry of human immunodeficiency virus type 1 (HIV-1)
    into host cells abrogate the establishment of a productive infection and should
    ideally diminish the chances of HIV-1 developing resistance. This review will
    give an overview of the mechanism by which the envelope glycoprotein mediates
    HIV-1 entry and will summarize current drug developments.
author:
- first_name: Sandra
  full_name: Sandra Siegert
  id: 36ACD32E-F248-11E8-B48F-1D18A9856A87
  last_name: Siegert
  orcid: 0000-0001-8635-0877
- first_name: Peter
  full_name: Schnierle, Peter
  last_name: Schnierle
- first_name: Barbara
  full_name: Schnierle, Barbara S
  last_name: Schnierle
citation:
  ama: 'Siegert S, Schnierle P, Schnierle B. Novel anti-viral therapy: Drugs that
    block HIV entry at different target sites. <i>Mini-Reviews in Medicinal Chemistry</i>.
    2006;6(5):557-562. doi:<a href="https://doi.org/10.2174/138955706776876267">10.2174/138955706776876267</a>'
  apa: 'Siegert, S., Schnierle, P., &#38; Schnierle, B. (2006). Novel anti-viral therapy:
    Drugs that block HIV entry at different target sites. <i>Mini-Reviews in Medicinal
    Chemistry</i>. Bentham Science Publishers. <a href="https://doi.org/10.2174/138955706776876267">https://doi.org/10.2174/138955706776876267</a>'
  chicago: 'Siegert, Sandra, Peter Schnierle, and Barbara Schnierle. “Novel Anti-Viral
    Therapy: Drugs That Block HIV Entry at Different Target Sites.” <i>Mini-Reviews
    in Medicinal Chemistry</i>. Bentham Science Publishers, 2006. <a href="https://doi.org/10.2174/138955706776876267">https://doi.org/10.2174/138955706776876267</a>.'
  ieee: 'S. Siegert, P. Schnierle, and B. Schnierle, “Novel anti-viral therapy: Drugs
    that block HIV entry at different target sites,” <i>Mini-Reviews in Medicinal
    Chemistry</i>, vol. 6, no. 5. Bentham Science Publishers, pp. 557–562, 2006.'
  ista: 'Siegert S, Schnierle P, Schnierle B. 2006. Novel anti-viral therapy: Drugs
    that block HIV entry at different target sites. Mini-Reviews in Medicinal Chemistry.
    6(5), 557–562.'
  mla: 'Siegert, Sandra, et al. “Novel Anti-Viral Therapy: Drugs That Block HIV Entry
    at Different Target Sites.” <i>Mini-Reviews in Medicinal Chemistry</i>, vol. 6,
    no. 5, Bentham Science Publishers, 2006, pp. 557–62, doi:<a href="https://doi.org/10.2174/138955706776876267">10.2174/138955706776876267</a>.'
  short: S. Siegert, P. Schnierle, B. Schnierle, Mini-Reviews in Medicinal Chemistry
    6 (2006) 557–562.
date_created: 2018-12-11T11:54:03Z
date_published: 2006-05-01T00:00:00Z
date_updated: 2021-01-12T06:53:15Z
day: '01'
doi: 10.2174/138955706776876267
extern: 1
fulldoi: https://doi.org/10.2174/138955706776876267
intvolume: '         6'
issue: '5'
month: '05'
page: 557 - 562
publication: Mini-Reviews in Medicinal Chemistry
publication_status: published
publisher: Bentham Science Publishers
publist_id: '5314'
quality_controlled: 0
status: public
title: 'Novel anti-viral therapy: Drugs that block HIV entry at different target sites'
type: journal_article
volume: 6
year: '2006'
...
---
OA_type: closed access
_id: '18041'
abstract:
- lang: eng
  text: Since it was first suggested1 that a single molecule might function as an
    active electronic component, a number of techniques have been developed to measure
    the charge transport properties of single molecules2,3,4,5,6,7,8,9,10,11,12. Although
    scanning tunnelling microscopy observations under high vacuum conditions can allow
    stable measurements of electron transport, most measurements of a single molecule
    bonded in a metal–molecule–metal junction exhibit relatively large variations
    in conductance. As a result, even simple predictions about how molecules behave
    in such junctions have still not been rigorously tested. For instance, it is well
    known13,14 that the tunnelling current passing through a molecule depends on its
    conformation; but although some experiments have verified this effect15,16,17,18,
    a comprehensive mapping of how junction conductance changes with molecular conformation
    is not yet available. In the simple case of a biphenyl—a molecule with two phenyl
    rings linked by a single C–C bond—conductance is expected to change with the relative
    twist angle between the two rings, with the planar conformation having the highest
    conductance. Here we use amine link groups to form single-molecule junctions with
    more reproducible current–voltage characteristics19. This allows us to extract
    average conductance values from thousands of individual measurements on a series
    of seven biphenyl molecules with different ring substitutions that alter the twist
    angle of the molecules. We find that the conductance for the series decreases
    with increasing twist angle, consistent with a cosine-squared relation predicted
    for transport through π-conjugated biphenyl systems13.
article_processing_charge: No
article_type: letter_note
author:
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: Jennifer E.
  full_name: Klare, Jennifer E.
  last_name: Klare
- first_name: Colin
  full_name: Nuckolls, Colin
  last_name: Nuckolls
- first_name: Mark S.
  full_name: Hybertsen, Mark S.
  last_name: Hybertsen
- first_name: Michael L.
  full_name: Steigerwald, Michael L.
  last_name: Steigerwald
citation:
  ama: Venkataraman L, Klare JE, Nuckolls C, Hybertsen MS, Steigerwald ML. Dependence
    of single-molecule junction conductance on molecular conformation. <i>Nature</i>.
    2006;442(7105):904-907. doi:<a href="https://doi.org/10.1038/nature05037">10.1038/nature05037</a>
  apa: Venkataraman, L., Klare, J. E., Nuckolls, C., Hybertsen, M. S., &#38; Steigerwald,
    M. L. (2006). Dependence of single-molecule junction conductance on molecular
    conformation. <i>Nature</i>. Springer Nature. <a href="https://doi.org/10.1038/nature05037">https://doi.org/10.1038/nature05037</a>
  chicago: Venkataraman, Latha, Jennifer E. Klare, Colin Nuckolls, Mark S. Hybertsen,
    and Michael L. Steigerwald. “Dependence of Single-Molecule Junction Conductance
    on Molecular Conformation.” <i>Nature</i>. Springer Nature, 2006. <a href="https://doi.org/10.1038/nature05037">https://doi.org/10.1038/nature05037</a>.
  ieee: L. Venkataraman, J. E. Klare, C. Nuckolls, M. S. Hybertsen, and M. L. Steigerwald,
    “Dependence of single-molecule junction conductance on molecular conformation,”
    <i>Nature</i>, vol. 442, no. 7105. Springer Nature, pp. 904–907, 2006.
  ista: Venkataraman L, Klare JE, Nuckolls C, Hybertsen MS, Steigerwald ML. 2006.
    Dependence of single-molecule junction conductance on molecular conformation.
    Nature. 442(7105), 904–907.
  mla: Venkataraman, Latha, et al. “Dependence of Single-Molecule Junction Conductance
    on Molecular Conformation.” <i>Nature</i>, vol. 442, no. 7105, Springer Nature,
    2006, pp. 904–07, doi:<a href="https://doi.org/10.1038/nature05037">10.1038/nature05037</a>.
  short: L. Venkataraman, J.E. Klare, C. Nuckolls, M.S. Hybertsen, M.L. Steigerwald,
    Nature 442 (2006) 904–907.
date_created: 2024-09-09T15:07:33Z
date_published: 2006-08-24T00:00:00Z
date_updated: 2025-01-03T11:13:23Z
day: '24'
doi: 10.1038/nature05037
extern: '1'
external_id:
  pmid:
  - '16929295'
fulldoi: https://doi.org/10.1038/nature05037
intvolume: '       442'
issue: '7105'
language:
- iso: eng
month: '08'
oa_version: None
page: 904-907
pmid: 1
publication: Nature
publication_identifier:
  eissn:
  - 1476-4687
  issn:
  - 0028-0836
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Dependence of single-molecule junction conductance on molecular conformation
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 442
year: '2006'
...
---
OA_place: repository
OA_type: green
_id: '18042'
abstract:
- lang: eng
  text: We have measured electron transport in small bundles of identical conducting
    molybdenum selenide nanowires where the number of weakly interacting one-dimensional
    chains ranges from 1 to 300. The linear conductance and current in these nanowires
    exhibit a power-law dependence on temperature and bias voltage, respectively.
    The exponents governing these power laws decrease as the number of conducting
    channels increase. These exponents can be related to the electron-electron interaction
    parameter for transport in multichannel 1D systems with a few defects.
article_number: '076601'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: Yeon Suk
  full_name: Hong, Yeon Suk
  last_name: Hong
- first_name: Philip
  full_name: Kim, Philip
  last_name: Kim
citation:
  ama: 'Venkataraman L, Hong YS, Kim P. Electron transport in m Multichannel one-dimensional
    conductor: Molybdenum selenide nanowires. <i>Physical Review Letters</i>. 2006;96(7).
    doi:<a href="https://doi.org/10.1103/physrevlett.96.076601">10.1103/physrevlett.96.076601</a>'
  apa: 'Venkataraman, L., Hong, Y. S., &#38; Kim, P. (2006). Electron transport in
    m Multichannel one-dimensional conductor: Molybdenum selenide nanowires. <i>Physical
    Review Letters</i>. American Physical Society. <a href="https://doi.org/10.1103/physrevlett.96.076601">https://doi.org/10.1103/physrevlett.96.076601</a>'
  chicago: 'Venkataraman, Latha, Yeon Suk Hong, and Philip Kim. “Electron Transport
    in m Multichannel One-Dimensional Conductor: Molybdenum Selenide Nanowires.” <i>Physical
    Review Letters</i>. American Physical Society, 2006. <a href="https://doi.org/10.1103/physrevlett.96.076601">https://doi.org/10.1103/physrevlett.96.076601</a>.'
  ieee: 'L. Venkataraman, Y. S. Hong, and P. Kim, “Electron transport in m Multichannel
    one-dimensional conductor: Molybdenum selenide nanowires,” <i>Physical Review
    Letters</i>, vol. 96, no. 7. American Physical Society, 2006.'
  ista: 'Venkataraman L, Hong YS, Kim P. 2006. Electron transport in m Multichannel
    one-dimensional conductor: Molybdenum selenide nanowires. Physical Review Letters.
    96(7), 076601.'
  mla: 'Venkataraman, Latha, et al. “Electron Transport in m Multichannel One-Dimensional
    Conductor: Molybdenum Selenide Nanowires.” <i>Physical Review Letters</i>, vol.
    96, no. 7, 076601, American Physical Society, 2006, doi:<a href="https://doi.org/10.1103/physrevlett.96.076601">10.1103/physrevlett.96.076601</a>.'
  short: L. Venkataraman, Y.S. Hong, P. Kim, Physical Review Letters 96 (2006).
date_created: 2024-09-09T15:08:34Z
date_published: 2006-02-21T00:00:00Z
date_updated: 2025-01-03T11:16:00Z
day: '21'
doi: 10.1103/physrevlett.96.076601
extern: '1'
external_id:
  arxiv:
  - cond-mat/0601454
  pmid:
  - '16606116'
fulldoi: https://doi.org/10.1103/physrevlett.96.076601
intvolume: '        96'
issue: '7'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/cond-mat/0601454
month: '02'
oa: 1
oa_version: Preprint
pmid: 1
publication: Physical Review Letters
publication_identifier:
  eissn:
  - 1079-7114
  issn:
  - 0031-9007
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Electron transport in m Multichannel one-dimensional conductor: Molybdenum
  selenide nanowires'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 96
year: '2006'
...
---
OA_place: repository
OA_type: green
_id: '18043'
abstract:
- lang: eng
  text: We measure the conductance of amine-terminated molecules by breaking Au point
    contacts in a molecular solution at room temperature. We find that the variability
    of the observed conductance for the diamine molecule−Au junctions is much less
    than the variability for diisonitrile− and dithiol−Au junctions. This narrow distribution
    enables unambiguous conductance measurements of single molecules. For an alkane
    diamine series with 2−8 carbon atoms in the hydrocarbon chain, our results show
    a systematic trend in the conductance from which we extract a tunneling decay
    constant of 0.91 ± 0.03 per methylene group. We hypothesize that the diamine link
    binds preferentially to undercoordinated Au atoms in the junction. This is supported
    by density functional theory-based calculations that show the amine binding to
    a gold adatom with sufficient angular flexibility for easy junction formation
    but well-defined electronic coupling of the N lone pair to the Au. Therefore,
    the amine linkage leads to well-defined conductance measurements of a single molecule
    junction in a statistical study.
article_processing_charge: No
article_type: letter_note
arxiv: 1
author:
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: Jennifer E.
  full_name: Klare, Jennifer E.
  last_name: Klare
- first_name: Iris W.
  full_name: Tam, Iris W.
  last_name: Tam
- first_name: Colin
  full_name: Nuckolls, Colin
  last_name: Nuckolls
- first_name: Mark S.
  full_name: Hybertsen, Mark S.
  last_name: Hybertsen
- first_name: Michael L.
  full_name: Steigerwald, Michael L.
  last_name: Steigerwald
citation:
  ama: Venkataraman L, Klare JE, Tam IW, Nuckolls C, Hybertsen MS, Steigerwald ML.
    Single-molecule circuits with well-defined molecular conductance. <i>Nano Letters</i>.
    2006;6(3):458-462. doi:<a href="https://doi.org/10.1021/nl052373+">10.1021/nl052373+</a>
  apa: Venkataraman, L., Klare, J. E., Tam, I. W., Nuckolls, C., Hybertsen, M. S.,
    &#38; Steigerwald, M. L. (2006). Single-molecule circuits with well-defined molecular
    conductance. <i>Nano Letters</i>. American Chemical Society. <a href="https://doi.org/10.1021/nl052373+">https://doi.org/10.1021/nl052373+</a>
  chicago: Venkataraman, Latha, Jennifer E. Klare, Iris W. Tam, Colin Nuckolls, Mark
    S. Hybertsen, and Michael L. Steigerwald. “Single-Molecule Circuits with Well-Defined
    Molecular Conductance.” <i>Nano Letters</i>. American Chemical Society, 2006.
    <a href="https://doi.org/10.1021/nl052373+">https://doi.org/10.1021/nl052373+</a>.
  ieee: L. Venkataraman, J. E. Klare, I. W. Tam, C. Nuckolls, M. S. Hybertsen, and
    M. L. Steigerwald, “Single-molecule circuits with well-defined molecular conductance,”
    <i>Nano Letters</i>, vol. 6, no. 3. American Chemical Society, pp. 458–462, 2006.
  ista: Venkataraman L, Klare JE, Tam IW, Nuckolls C, Hybertsen MS, Steigerwald ML.
    2006. Single-molecule circuits with well-defined molecular conductance. Nano Letters.
    6(3), 458–462.
  mla: Venkataraman, Latha, et al. “Single-Molecule Circuits with Well-Defined Molecular
    Conductance.” <i>Nano Letters</i>, vol. 6, no. 3, American Chemical Society, 2006,
    pp. 458–62, doi:<a href="https://doi.org/10.1021/nl052373+">10.1021/nl052373+</a>.
  short: L. Venkataraman, J.E. Klare, I.W. Tam, C. Nuckolls, M.S. Hybertsen, M.L.
    Steigerwald, Nano Letters 6 (2006) 458–462.
date_created: 2024-09-09T15:09:24Z
date_published: 2006-02-01T00:00:00Z
date_updated: 2025-01-03T11:19:52Z
day: '01'
doi: 10.1021/nl052373+
extern: '1'
external_id:
  arxiv:
  - cond-mat/0603281
fulldoi: https://doi.org/10.1021/nl052373+
intvolume: '         6'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/cond-mat/0603281
month: '02'
oa: 1
oa_version: Preprint
page: 458-462
publication: Nano Letters
publication_identifier:
  eissn:
  - 1530-6992
  issn:
  - 1530-6984
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Single-molecule circuits with well-defined molecular conductance
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 6
year: '2006'
...
---
OA_type: closed access
_id: '18044'
abstract:
- lang: eng
  text: The conductance of molecular junctions, formed by breaking gold point contacts
    dressed with various thiol functionalized organic molecules, is measured at 293
    K and at 30 K. In the presence of molecules, individual conductance traces measured
    as a function of increasing gold electrode displacement show clear steps below
    the quantum conductance steps of the gold contact. These steps are distributed
    over a wide range of molecule-dependent conductance values. Histograms constructed
    from all conductance traces therefore do not show clear peaks either at room or
    low temperatures. Filtering of the data sets by an objective automated procedure
    only marginally improves the visibility of such features. We conclude that the
    geometrical junction to junction variations dominate the conductance measurements.
article_processing_charge: No
article_type: letter_note
author:
- first_name: Jochen
  full_name: Ulrich, Jochen
  last_name: Ulrich
- first_name: Donna
  full_name: Esrail, Donna
  last_name: Esrail
- first_name: William
  full_name: Pontius, William
  last_name: Pontius
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: David
  full_name: Millar, David
  last_name: Millar
- first_name: Linda H.
  full_name: Doerrer, Linda H.
  last_name: Doerrer
citation:
  ama: Ulrich J, Esrail D, Pontius W, Venkataraman L, Millar D, Doerrer LH. Variability
    of conductance in molecular junctions. <i>The Journal of Physical Chemistry B</i>.
    2006;110(6):2462-2466. doi:<a href="https://doi.org/10.1021/jp056455y">10.1021/jp056455y</a>
  apa: Ulrich, J., Esrail, D., Pontius, W., Venkataraman, L., Millar, D., &#38; Doerrer,
    L. H. (2006). Variability of conductance in molecular junctions. <i>The Journal
    of Physical Chemistry B</i>. American Chemical Society. <a href="https://doi.org/10.1021/jp056455y">https://doi.org/10.1021/jp056455y</a>
  chicago: Ulrich, Jochen, Donna Esrail, William Pontius, Latha Venkataraman, David
    Millar, and Linda H. Doerrer. “Variability of Conductance in Molecular Junctions.”
    <i>The Journal of Physical Chemistry B</i>. American Chemical Society, 2006. <a
    href="https://doi.org/10.1021/jp056455y">https://doi.org/10.1021/jp056455y</a>.
  ieee: J. Ulrich, D. Esrail, W. Pontius, L. Venkataraman, D. Millar, and L. H. Doerrer,
    “Variability of conductance in molecular junctions,” <i>The Journal of Physical
    Chemistry B</i>, vol. 110, no. 6. American Chemical Society, pp. 2462–2466, 2006.
  ista: Ulrich J, Esrail D, Pontius W, Venkataraman L, Millar D, Doerrer LH. 2006.
    Variability of conductance in molecular junctions. The Journal of Physical Chemistry
    B. 110(6), 2462–2466.
  mla: Ulrich, Jochen, et al. “Variability of Conductance in Molecular Junctions.”
    <i>The Journal of Physical Chemistry B</i>, vol. 110, no. 6, American Chemical
    Society, 2006, pp. 2462–66, doi:<a href="https://doi.org/10.1021/jp056455y">10.1021/jp056455y</a>.
  short: J. Ulrich, D. Esrail, W. Pontius, L. Venkataraman, D. Millar, L.H. Doerrer,
    The Journal of Physical Chemistry B 110 (2006) 2462–2466.
date_created: 2024-09-09T15:10:13Z
date_published: 2006-01-21T00:00:00Z
date_updated: 2025-01-03T11:22:15Z
day: '21'
doi: 10.1021/jp056455y
extern: '1'
external_id:
  pmid:
  - '16471840'
fulldoi: https://doi.org/10.1021/jp056455y
intvolume: '       110'
issue: '6'
language:
- iso: eng
month: '01'
oa_version: None
page: 2462-2466
pmid: 1
publication: The Journal of Physical Chemistry B
publication_identifier:
  eissn:
  - 1520-5207
  issn:
  - 1520-6106
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Variability of conductance in molecular junctions
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 110
year: '2006'
...
---
_id: '18318'
abstract:
- lang: eng
  text: "Multidimensional scaling (MDS) is a generic name for a family of algorithms
    that construct a configuration of points in a target metric space from information
    about inter-point distances measured in some other metric space. Large-scale MDS
    problems often occur in data analysis, representation and visualization. Solving
    such problems efficiently is of key importance in many applications.\r\nIn this
    paper we present a multigrid framework for MDS problems. We demonstrate the performance
    of our algorithm on dimensionality reduction and isometric embedding problems,
    two classical problems requiring efficient large-scale MDS. Simulation results
    show that the proposed approach significantly outperforms conventional MDS algorithms."
article_processing_charge: No
article_type: original
author:
- first_name: M. M.
  full_name: Bronstein, M. M.
  last_name: Bronstein
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: R.
  full_name: Kimmel, R.
  last_name: Kimmel
- first_name: I.
  full_name: Yavneh, I.
  last_name: Yavneh
citation:
  ama: Bronstein MM, Bronstein AM, Kimmel R, Yavneh I. Multigrid multidimensional
    scaling. <i>Numerical Linear Algebra with Applications</i>. 2006;13(2-3):149-171.
    doi:<a href="https://doi.org/10.1002/nla.475">10.1002/nla.475</a>
  apa: Bronstein, M. M., Bronstein, A. M., Kimmel, R., &#38; Yavneh, I. (2006). Multigrid
    multidimensional scaling. <i>Numerical Linear Algebra with Applications</i>. Wiley.
    <a href="https://doi.org/10.1002/nla.475">https://doi.org/10.1002/nla.475</a>
  chicago: Bronstein, M. M., Alex M. Bronstein, R. Kimmel, and I. Yavneh. “Multigrid
    Multidimensional Scaling.” <i>Numerical Linear Algebra with Applications</i>.
    Wiley, 2006. <a href="https://doi.org/10.1002/nla.475">https://doi.org/10.1002/nla.475</a>.
  ieee: M. M. Bronstein, A. M. Bronstein, R. Kimmel, and I. Yavneh, “Multigrid multidimensional
    scaling,” <i>Numerical Linear Algebra with Applications</i>, vol. 13, no. 2–3.
    Wiley, pp. 149–171, 2006.
  ista: Bronstein MM, Bronstein AM, Kimmel R, Yavneh I. 2006. Multigrid multidimensional
    scaling. Numerical Linear Algebra with Applications. 13(2–3), 149–171.
  mla: Bronstein, M. M., et al. “Multigrid Multidimensional Scaling.” <i>Numerical
    Linear Algebra with Applications</i>, vol. 13, no. 2–3, Wiley, 2006, pp. 149–71,
    doi:<a href="https://doi.org/10.1002/nla.475">10.1002/nla.475</a>.
  short: M.M. Bronstein, A.M. Bronstein, R. Kimmel, I. Yavneh, Numerical Linear Algebra
    with Applications 13 (2006) 149–171.
date_created: 2024-10-15T11:12:06Z
date_published: 2006-03-01T00:00:00Z
date_updated: 2024-11-12T08:45:09Z
day: '01'
doi: 10.1002/nla.475
extern: '1'
fulldoi: https://doi.org/10.1002/nla.475
intvolume: '        13'
issue: 2-3
language:
- iso: eng
month: '03'
oa_version: None
page: 149-171
publication: Numerical Linear Algebra with Applications
publication_identifier:
  eissn:
  - 1099-1506
  issn:
  - 1070-5325
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: Multigrid multidimensional scaling
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 13
year: '2006'
...
---
OA_type: closed access
_id: '18320'
abstract:
- lang: eng
  text: Presented here is the problem of recovering a dynamic image superimposed on
    a static background. Such a problem is ill-posed and may arise e.g. in imaging
    through semireflective media, in separation of an illumination image from a reflectance
    image, in imaging with diffraction phenomena, etc. In this work we study regularization
    of this problem in spirit of Total Variation and general sparsifying transformations.
alternative_title:
- LNISA
article_processing_charge: No
author:
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Michael
  full_name: Zibulevsky, Michael
  last_name: Zibulevsky
citation:
  ama: 'Bronstein AM, Bronstein MM, Zibulevsky M. On separation of semitransparent
    dynamic images from static background. In: <i>6th International Conference on
    Independent Component Analysis and Signal Separation</i>. Vol 3889. Springer Nature;
    2006:934-940. doi:<a href="https://doi.org/10.1007/11679363_116">10.1007/11679363_116</a>'
  apa: 'Bronstein, A. M., Bronstein, M. M., &#38; Zibulevsky, M. (2006). On separation
    of semitransparent dynamic images from static background. In <i>6th International
    Conference on Independent Component Analysis and Signal Separation</i> (Vol. 3889,
    pp. 934–940). Charleston, SC, United States: Springer Nature. <a href="https://doi.org/10.1007/11679363_116">https://doi.org/10.1007/11679363_116</a>'
  chicago: Bronstein, Alex M., Michael M. Bronstein, and Michael Zibulevsky. “On Separation
    of Semitransparent Dynamic Images from Static Background.” In <i>6th International
    Conference on Independent Component Analysis and Signal Separation</i>, 3889:934–40.
    Springer Nature, 2006. <a href="https://doi.org/10.1007/11679363_116">https://doi.org/10.1007/11679363_116</a>.
  ieee: A. M. Bronstein, M. M. Bronstein, and M. Zibulevsky, “On separation of semitransparent
    dynamic images from static background,” in <i>6th International Conference on
    Independent Component Analysis and Signal Separation</i>, Charleston, SC, United
    States, 2006, vol. 3889, pp. 934–940.
  ista: 'Bronstein AM, Bronstein MM, Zibulevsky M. 2006. On separation of semitransparent
    dynamic images from static background. 6th International Conference on Independent
    Component Analysis and Signal Separation. ICA: International Conference on Independent
    Component Analysis and Signal Separation, LNISA, vol. 3889, 934–940.'
  mla: Bronstein, Alex M., et al. “On Separation of Semitransparent Dynamic Images
    from Static Background.” <i>6th International Conference on Independent Component
    Analysis and Signal Separation</i>, vol. 3889, Springer Nature, 2006, pp. 934–40,
    doi:<a href="https://doi.org/10.1007/11679363_116">10.1007/11679363_116</a>.
  short: A.M. Bronstein, M.M. Bronstein, M. Zibulevsky, in:, 6th International Conference
    on Independent Component Analysis and Signal Separation, Springer Nature, 2006,
    pp. 934–940.
conference:
  end_date: 2006-03-08
  location: Charleston, SC, United States
  name: 'ICA: International Conference on Independent Component Analysis and Signal
    Separation'
  start_date: 2006-03-05
date_created: 2024-10-15T11:20:53Z
date_published: 2006-02-13T00:00:00Z
date_updated: 2024-10-22T07:00:45Z
day: '13'
doi: 10.1007/11679363_116
extern: '1'
fulldoi: https://doi.org/10.1007/11679363_116
intvolume: '      3889'
language:
- iso: eng
month: '02'
oa_version: None
page: 934-940
publication: 6th International Conference on Independent Component Analysis and Signal
  Separation
publication_identifier:
  eisbn:
  - '9783540326311'
  eissn:
  - 1611-3349
  isbn:
  - '9783540326304'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: On separation of semitransparent dynamic images from static background
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 3889
year: '2006'
...
---
OA_type: closed access
_id: '18321'
abstract:
- lang: eng
  text: Recent studies on three-dimensional face recognition proposed to model facial
    expressions as isometries of the facial surface. Based on this model, expression-invariant
    signatures of the face were constructed by means of approximate isometric embedding
    into flat spaces. Here, we apply a new method for measuring isometry-invariant
    similarity between faces by embedding one facial surface into another. We demonstrate
    that our approach has several significant advantages, one of which is the ability
    to handle partially missing data. Promising face recognition results are obtained
    in numerical experiments even when the facial surfaces are severely occluded.
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Ron
  full_name: Kimmel, Ron
  last_name: Kimmel
citation:
  ama: 'Bronstein AM, Bronstein MM, Kimmel R. Robust expression-invariant face recognition
    from partially missing data. In: <i>9th European Conference on Computer Vision</i>.
    Vol 3953. Springer Nature; 2006. doi:<a href="https://doi.org/10.1007/11744078_31">10.1007/11744078_31</a>'
  apa: 'Bronstein, A. M., Bronstein, M. M., &#38; Kimmel, R. (2006). Robust expression-invariant
    face recognition from partially missing data. In <i>9th European Conference on
    Computer Vision</i> (Vol. 3953). Graz, Austria: Springer Nature. <a href="https://doi.org/10.1007/11744078_31">https://doi.org/10.1007/11744078_31</a>'
  chicago: Bronstein, Alex M., Michael M. Bronstein, and Ron Kimmel. “Robust Expression-Invariant
    Face Recognition from Partially Missing Data.” In <i>9th European Conference on
    Computer Vision</i>, Vol. 3953. Springer Nature, 2006. <a href="https://doi.org/10.1007/11744078_31">https://doi.org/10.1007/11744078_31</a>.
  ieee: A. M. Bronstein, M. M. Bronstein, and R. Kimmel, “Robust expression-invariant
    face recognition from partially missing data,” in <i>9th European Conference on
    Computer Vision</i>, Graz, Austria, 2006, vol. 3953.
  ista: 'Bronstein AM, Bronstein MM, Kimmel R. 2006. Robust expression-invariant face
    recognition from partially missing data. 9th European Conference on Computer Vision.
    ECCV: European Conference on Computer Vision, LNCS, vol. 3953.'
  mla: Bronstein, Alex M., et al. “Robust Expression-Invariant Face Recognition from
    Partially Missing Data.” <i>9th European Conference on Computer Vision</i>, vol.
    3953, Springer Nature, 2006, doi:<a href="https://doi.org/10.1007/11744078_31">10.1007/11744078_31</a>.
  short: A.M. Bronstein, M.M. Bronstein, R. Kimmel, in:, 9th European Conference on
    Computer Vision, Springer Nature, 2006.
conference:
  end_date: 2006-05-13
  location: Graz, Austria
  name: 'ECCV: European Conference on Computer Vision'
  start_date: 2006-05-07
date_created: 2024-10-15T11:20:53Z
date_published: 2006-01-01T00:00:00Z
date_updated: 2024-10-22T06:46:14Z
doi: 10.1007/11744078_31
extern: '1'
fulldoi: https://doi.org/10.1007/11744078_31
intvolume: '      3953'
language:
- iso: eng
month: '01'
oa_version: None
publication: 9th European Conference on Computer Vision
publication_identifier:
  eisbn:
  - '9783540338376'
  eissn:
  - 1611-3349
  isbn:
  - '9783540338369'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Robust expression-invariant face recognition from partially missing data
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 3953
year: '2006'
...
---
OA_type: closed access
_id: '18322'
abstract:
- lang: eng
  text: A geometric framework for finding intrinsic correspondence between animated
    3D faces is presented. We model facial expressions as isometries of the facial
    surface and find the correspondence between two faces as the minimum-distortion
    mapping. Generalized multidimensional scaling is used for this goal. We apply
    our approach to texture mapping onto 3D video, expression exaggeration and morphing
    between faces.
alternative_title:
- LNIP
article_processing_charge: No
author:
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Ron
  full_name: Kimmel, Ron
  last_name: Kimmel
citation:
  ama: 'Bronstein AM, Bronstein MM, Kimmel R. Facetoface: An isometric model for facial
    animation. In: <i>4th International Conference on Articulated Motion and Deformable
    Objects</i>. Vol 4069. Springer Nature; 2006:38-47. doi:<a href="https://doi.org/10.1007/11789239_5">10.1007/11789239_5</a>'
  apa: 'Bronstein, A. M., Bronstein, M. M., &#38; Kimmel, R. (2006). Facetoface: An
    isometric model for facial animation. In <i>4th International Conference on Articulated
    Motion and Deformable Objects</i> (Vol. 4069, pp. 38–47). Mallorca, Spain: Springer
    Nature. <a href="https://doi.org/10.1007/11789239_5">https://doi.org/10.1007/11789239_5</a>'
  chicago: 'Bronstein, Alex M., Michael M. Bronstein, and Ron Kimmel. “Facetoface:
    An Isometric Model for Facial Animation.” In <i>4th International Conference on
    Articulated Motion and Deformable Objects</i>, 4069:38–47. Springer Nature, 2006.
    <a href="https://doi.org/10.1007/11789239_5">https://doi.org/10.1007/11789239_5</a>.'
  ieee: 'A. M. Bronstein, M. M. Bronstein, and R. Kimmel, “Facetoface: An isometric
    model for facial animation,” in <i>4th International Conference on Articulated
    Motion and Deformable Objects</i>, Mallorca, Spain, 2006, vol. 4069, pp. 38–47.'
  ista: 'Bronstein AM, Bronstein MM, Kimmel R. 2006. Facetoface: An isometric model
    for facial animation. 4th International Conference on Articulated Motion and Deformable
    Objects. AMDO: Conference on Articulated Motion and Deformable Objects, LNIP,
    vol. 4069, 38–47.'
  mla: 'Bronstein, Alex M., et al. “Facetoface: An Isometric Model for Facial Animation.”
    <i>4th International Conference on Articulated Motion and Deformable Objects</i>,
    vol. 4069, Springer Nature, 2006, pp. 38–47, doi:<a href="https://doi.org/10.1007/11789239_5">10.1007/11789239_5</a>.'
  short: A.M. Bronstein, M.M. Bronstein, R. Kimmel, in:, 4th International Conference
    on Articulated Motion and Deformable Objects, Springer Nature, 2006, pp. 38–47.
conference:
  end_date: 2006-07-14
  location: Mallorca, Spain
  name: 'AMDO: Conference on Articulated Motion and Deformable Objects'
  start_date: 2006-07-11
date_created: 2024-10-15T11:20:53Z
date_published: 2006-07-18T00:00:00Z
date_updated: 2024-10-22T06:42:42Z
day: '18'
doi: 10.1007/11789239_5
extern: '1'
fulldoi: https://doi.org/10.1007/11789239_5
intvolume: '      4069'
language:
- iso: eng
month: '07'
oa_version: None
page: 38-47
publication: 4th International Conference on Articulated Motion and Deformable Objects
publication_identifier:
  eisbn:
  - '9783540360322'
  eissn:
  - 1611-3349
  isbn:
  - '9783540360315'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Facetoface: An isometric model for facial animation'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 4069
year: '2006'
...
---
OA_type: closed access
_id: '18323'
abstract:
- lang: eng
  text: We present a theoretical and computational framework for matching of two-dimensional
    articulated shapes. Assuming that articulations can be modeled as near-isometries,
    we show an axiomatic construction of an articulation-invariant distance between
    shapes, formulated as a generalized multidimensional scaling (GMDS) problem and
    solved efficiently. Some numerical results demonstrating the accuracy of our method
    are presented.
alternative_title:
- LNIP
article_processing_charge: No
author:
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Alfred M.
  full_name: Bruckstein, Alfred M.
  last_name: Bruckstein
- first_name: Ron
  full_name: Kimmel, Ron
  last_name: Kimmel
citation:
  ama: 'Bronstein AM, Bronstein MM, Bruckstein AM, Kimmel R. Matching two-dimensional
    articulated shapes using generalized multidimensional scaling. In: <i>4th International
    Conference on Articulated Motion and Deformable Objects</i>. Vol 4069. Springer
    Nature; 2006:48-57. doi:<a href="https://doi.org/10.1007/11789239_6">10.1007/11789239_6</a>'
  apa: 'Bronstein, A. M., Bronstein, M. M., Bruckstein, A. M., &#38; Kimmel, R. (2006).
    Matching two-dimensional articulated shapes using generalized multidimensional
    scaling. In <i>4th International Conference on Articulated Motion and Deformable
    Objects</i> (Vol. 4069, pp. 48–57). Mallorca, Spain: Springer Nature. <a href="https://doi.org/10.1007/11789239_6">https://doi.org/10.1007/11789239_6</a>'
  chicago: Bronstein, Alex M., Michael M. Bronstein, Alfred M. Bruckstein, and Ron
    Kimmel. “Matching Two-Dimensional Articulated Shapes Using Generalized Multidimensional
    Scaling.” In <i>4th International Conference on Articulated Motion and Deformable
    Objects</i>, 4069:48–57. Springer Nature, 2006. <a href="https://doi.org/10.1007/11789239_6">https://doi.org/10.1007/11789239_6</a>.
  ieee: A. M. Bronstein, M. M. Bronstein, A. M. Bruckstein, and R. Kimmel, “Matching
    two-dimensional articulated shapes using generalized multidimensional scaling,”
    in <i>4th International Conference on Articulated Motion and Deformable Objects</i>,
    Mallorca, Spain, 2006, vol. 4069, pp. 48–57.
  ista: 'Bronstein AM, Bronstein MM, Bruckstein AM, Kimmel R. 2006. Matching two-dimensional
    articulated shapes using generalized multidimensional scaling. 4th International
    Conference on Articulated Motion and Deformable Objects. AMDO: Conference on Articulated
    Motion and Deformable Objects, LNIP, vol. 4069, 48–57.'
  mla: Bronstein, Alex M., et al. “Matching Two-Dimensional Articulated Shapes Using
    Generalized Multidimensional Scaling.” <i>4th International Conference on Articulated
    Motion and Deformable Objects</i>, vol. 4069, Springer Nature, 2006, pp. 48–57,
    doi:<a href="https://doi.org/10.1007/11789239_6">10.1007/11789239_6</a>.
  short: A.M. Bronstein, M.M. Bronstein, A.M. Bruckstein, R. Kimmel, in:, 4th International
    Conference on Articulated Motion and Deformable Objects, Springer Nature, 2006,
    pp. 48–57.
conference:
  end_date: 2006-07-14
  location: Mallorca, Spain
  name: 'AMDO: Conference on Articulated Motion and Deformable Objects'
  start_date: 2006-07-11
date_created: 2024-10-15T11:20:53Z
date_published: 2006-07-18T00:00:00Z
date_updated: 2024-10-22T06:35:45Z
day: '18'
doi: 10.1007/11789239_6
extern: '1'
fulldoi: https://doi.org/10.1007/11789239_6
intvolume: '      4069'
language:
- iso: eng
month: '07'
oa_version: None
page: 48-57
publication: 4th International Conference on Articulated Motion and Deformable Objects
publication_identifier:
  eisbn:
  - '9783540360322'
  eissn:
  - 1611-3349
  isbn:
  - '9783540360315'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Matching two-dimensional articulated shapes using generalized multidimensional
  scaling
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 4069
year: '2006'
...
---
_id: '18370'
abstract:
- lang: eng
  text: An efficient algorithm for isometry-invariant matching of surfaces is presented.
    The key idea is computing the minimum-distortion mapping between two surfaces.
    For this purpose, we introduce the generalized multidimensional scaling, a computationally
    efficient continuous optimization algorithm for finding the least distortion embedding
    of one surface into another. The generalized multidimensional scaling algorithm
    allows for both full and partial surface matching. As an example, it is applied
    to the problem of expression-invariant three-dimensional face recognition.
article_processing_charge: No
article_type: original
author:
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Ron
  full_name: Kimmel, Ron
  last_name: Kimmel
citation:
  ama: 'Bronstein AM, Bronstein MM, Kimmel R. Generalized multidimensional scaling:
    A framework for isometry-invariant partial surface matching. <i>PNAS</i>. 2006;103(5):1168-1172.
    doi:<a href="https://doi.org/10.1073/pnas.0508601103">10.1073/pnas.0508601103</a>'
  apa: 'Bronstein, A. M., Bronstein, M. M., &#38; Kimmel, R. (2006). Generalized multidimensional
    scaling: A framework for isometry-invariant partial surface matching. <i>PNAS</i>.
    National Academy of Sciences. <a href="https://doi.org/10.1073/pnas.0508601103">https://doi.org/10.1073/pnas.0508601103</a>'
  chicago: 'Bronstein, Alex M., Michael M. Bronstein, and Ron Kimmel. “Generalized
    Multidimensional Scaling: A Framework for Isometry-Invariant Partial Surface Matching.”
    <i>PNAS</i>. National Academy of Sciences, 2006. <a href="https://doi.org/10.1073/pnas.0508601103">https://doi.org/10.1073/pnas.0508601103</a>.'
  ieee: 'A. M. Bronstein, M. M. Bronstein, and R. Kimmel, “Generalized multidimensional
    scaling: A framework for isometry-invariant partial surface matching,” <i>PNAS</i>,
    vol. 103, no. 5. National Academy of Sciences, pp. 1168–1172, 2006.'
  ista: 'Bronstein AM, Bronstein MM, Kimmel R. 2006. Generalized multidimensional
    scaling: A framework for isometry-invariant partial surface matching. PNAS. 103(5),
    1168–1172.'
  mla: 'Bronstein, Alex M., et al. “Generalized Multidimensional Scaling: A Framework
    for Isometry-Invariant Partial Surface Matching.” <i>PNAS</i>, vol. 103, no. 5,
    National Academy of Sciences, 2006, pp. 1168–72, doi:<a href="https://doi.org/10.1073/pnas.0508601103">10.1073/pnas.0508601103</a>.'
  short: A.M. Bronstein, M.M. Bronstein, R. Kimmel, PNAS 103 (2006) 1168–1172.
date_created: 2024-10-15T11:20:54Z
date_published: 2006-01-23T00:00:00Z
date_updated: 2024-10-21T09:09:19Z
day: '23'
doi: 10.1073/pnas.0508601103
extern: '1'
external_id:
  pmid:
  - '16432211'
fulldoi: https://doi.org/10.1073/pnas.0508601103
intvolume: '       103'
issue: '5'
language:
- iso: eng
month: '01'
oa_version: None
page: 1168-1172
pmid: 1
publication: PNAS
publication_identifier:
  eissn:
  - 1091-6490
  issn:
  - 0027-8424
publication_status: published
publisher: National Academy of Sciences
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Generalized multidimensional scaling: A framework for isometry-invariant partial
  surface matching'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 103
year: '2006'
...
---
_id: '18408'
abstract:
- lang: eng
  text: Addressed here is the problem of constructing and analyzing expression-invariant
    representations of human faces. We demonstrate and justify experimentally a simple
    geometric model that allows to describe facial expressions as isometric deformations
    of the facial surface. The main step in the construction of expression-invariant
    representation of a face involves embedding of the facial intrinsic geometric
    structure into some low-dimensional space. We study the influence of the embedding
    space geometry and dimensionality choice on the representation accuracy and argue
    that compared to its Euclidean counterpart, spherical embedding leads to notably
    smaller metric distortions. We experimentally support our claim showing that a
    smaller embedding error leads to better recognition.
article_processing_charge: No
article_type: original
author:
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Ron
  full_name: Kimmel, Ron
  last_name: Kimmel
citation:
  ama: Bronstein AM, Bronstein MM, Kimmel R. Expression-invariant representations
    of faces. <i>IEEE Transactions on Image Processing</i>. 2006;16(1):188-197. doi:<a
    href="https://doi.org/10.1109/tip.2006.884940">10.1109/tip.2006.884940</a>
  apa: Bronstein, A. M., Bronstein, M. M., &#38; Kimmel, R. (2006). Expression-invariant
    representations of faces. <i>IEEE Transactions on Image Processing</i>. Institute
    of Electrical and Electronics Engineers. <a href="https://doi.org/10.1109/tip.2006.884940">https://doi.org/10.1109/tip.2006.884940</a>
  chicago: Bronstein, Alex M., Michael M. Bronstein, and Ron Kimmel. “Expression-Invariant
    Representations of Faces.” <i>IEEE Transactions on Image Processing</i>. Institute
    of Electrical and Electronics Engineers, 2006. <a href="https://doi.org/10.1109/tip.2006.884940">https://doi.org/10.1109/tip.2006.884940</a>.
  ieee: A. M. Bronstein, M. M. Bronstein, and R. Kimmel, “Expression-invariant representations
    of faces,” <i>IEEE Transactions on Image Processing</i>, vol. 16, no. 1. Institute
    of Electrical and Electronics Engineers, pp. 188–197, 2006.
  ista: Bronstein AM, Bronstein MM, Kimmel R. 2006. Expression-invariant representations
    of faces. IEEE Transactions on Image Processing. 16(1), 188–197.
  mla: Bronstein, Alex M., et al. “Expression-Invariant Representations of Faces.”
    <i>IEEE Transactions on Image Processing</i>, vol. 16, no. 1, Institute of Electrical
    and Electronics Engineers, 2006, pp. 188–97, doi:<a href="https://doi.org/10.1109/tip.2006.884940">10.1109/tip.2006.884940</a>.
  short: A.M. Bronstein, M.M. Bronstein, R. Kimmel, IEEE Transactions on Image Processing
    16 (2006) 188–197.
date_created: 2024-10-15T11:20:54Z
date_published: 2006-12-16T00:00:00Z
date_updated: 2024-10-18T12:04:51Z
day: '16'
doi: 10.1109/tip.2006.884940
extern: '1'
external_id:
  pmid:
  - '17283777'
fulldoi: https://doi.org/10.1109/tip.2006.884940
intvolume: '        16'
issue: '1'
language:
- iso: eng
month: '12'
oa_version: None
page: 188-197
pmid: 1
publication: IEEE Transactions on Image Processing
publication_identifier:
  issn:
  - 1057-7149
publication_status: published
publisher: Institute of Electrical and Electronics Engineers
quality_controlled: '1'
scopus_import: '1'
status: public
title: Expression-invariant representations of faces
type: journal_article
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 16
year: '2006'
...
---
_id: '18429'
abstract:
- lang: eng
  text: We present an efficient computational framework for isometry‐invariant comparison
    of smooth surfaces. We formulate the Gromov–Hausdorff distance as a multidimensional
    scaling–like continuous optimization problem. In order to construct an efficient
    optimization scheme, we develop a numerical tool for interpolating geodesic distances
    on a sampled surface from precomputed geodesic distances between the samples.
    For isometry‐invariant comparison of surfaces in the case of partially missing
    data, we present the partial embedding distance, which is computed using a similar
    scheme. The main idea is finding a minimum‐distortion mapping from one surface
    to another, while considering only relevant geodesic distances. We discuss numerical
    implementation issues and present experimental results that demonstrate its accuracy
    and efficiency.
article_processing_charge: No
author:
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Ron
  full_name: Kimmel, Ron
  last_name: Kimmel
citation:
  ama: Bronstein AM, Bronstein MM, Kimmel R. Efficient computation of isometry-invariant
    distances between surfaces. <i>SIAM Journal on Scientific Computing</i>. 2006;28(5):1812-1836.
    doi:<a href="https://doi.org/10.1137/050639296">10.1137/050639296</a>
  apa: Bronstein, A. M., Bronstein, M. M., &#38; Kimmel, R. (2006). Efficient computation
    of isometry-invariant distances between surfaces. <i>SIAM Journal on Scientific
    Computing</i>. Society for Industrial &#38; Applied Mathematics. <a href="https://doi.org/10.1137/050639296">https://doi.org/10.1137/050639296</a>
  chicago: Bronstein, Alex M., Michael M. Bronstein, and Ron Kimmel. “Efficient Computation
    of Isometry-Invariant Distances between Surfaces.” <i>SIAM Journal on Scientific
    Computing</i>. Society for Industrial &#38; Applied Mathematics, 2006. <a href="https://doi.org/10.1137/050639296">https://doi.org/10.1137/050639296</a>.
  ieee: A. M. Bronstein, M. M. Bronstein, and R. Kimmel, “Efficient computation of
    isometry-invariant distances between surfaces,” <i>SIAM Journal on Scientific
    Computing</i>, vol. 28, no. 5. Society for Industrial &#38; Applied Mathematics,
    pp. 1812–1836, 2006.
  ista: Bronstein AM, Bronstein MM, Kimmel R. 2006. Efficient computation of isometry-invariant
    distances between surfaces. SIAM Journal on Scientific Computing. 28(5), 1812–1836.
  mla: Bronstein, Alex M., et al. “Efficient Computation of Isometry-Invariant Distances
    between Surfaces.” <i>SIAM Journal on Scientific Computing</i>, vol. 28, no. 5,
    Society for Industrial &#38; Applied Mathematics, 2006, pp. 1812–36, doi:<a href="https://doi.org/10.1137/050639296">10.1137/050639296</a>.
  short: A.M. Bronstein, M.M. Bronstein, R. Kimmel, SIAM Journal on Scientific Computing
    28 (2006) 1812–1836.
date_created: 2024-10-15T11:20:55Z
date_published: 2006-10-01T00:00:00Z
date_updated: 2024-12-18T15:49:10Z
day: '01'
doi: 10.1137/050639296
extern: '1'
fulldoi: https://doi.org/10.1137/050639296
intvolume: '        28'
issue: '5'
language:
- iso: eng
month: '10'
oa_version: None
page: 1812-1836
publication: SIAM Journal on Scientific Computing
publication_identifier:
  eissn:
  - 1095-7197
  issn:
  - 1064-8275
publication_status: published
publisher: Society for Industrial & Applied Mathematics
quality_controlled: '1'
scopus_import: '1'
status: public
title: Efficient computation of isometry-invariant distances between surfaces
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 28
year: '2006'
...
---
OA_place: repository
OA_type: green
_id: '22076'
abstract:
- lang: eng
  text: In dimension n > 3 we show the existence of a compactly supported potential
    in the differentiability class Cα, α < n-3/2, for which the solutions to the linear
    Schrödinger equation in ℝn, ∂tu = - Δ u + Vu, u(0)=f, fail to satisfy an evolution
    estimate of the form ||u(t, ̇)||∞ ≤ C |t| -n/2 ||u(0,\̇)||1̇. This contrasts with
    known results in dimensions n ≤ 3, where a pointwise decay condition on V is generally
    sufficient to imply dispersive bounds. The obstructions in our example are generated
    by an expression with scaling law |t|-n+3/2+α, which becomes dominant in the time
    interval |t| ≪ 1.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Michael
  full_name: Goldberg, Michael
  last_name: Goldberg
- first_name: Monica
  full_name: Visan, Monica
  id: 056daca0-b8d1-11f0-964f-f91054abf8ca
  last_name: Visan
citation:
  ama: Goldberg M, Vişan M. A counterexample to dispersive estimates for Schrödinger
    operators in higher dimensions. <i>Communications in Mathematical Physics</i>.
    2006;266:211-238. doi:<a href="https://doi.org/10.1007/s00220-006-0013-5">10.1007/s00220-006-0013-5</a>
  apa: Goldberg, M., &#38; Vişan, M. (2006). A counterexample to dispersive estimates
    for Schrödinger operators in higher dimensions. <i>Communications in Mathematical
    Physics</i>. Springer Nature. <a href="https://doi.org/10.1007/s00220-006-0013-5">https://doi.org/10.1007/s00220-006-0013-5</a>
  chicago: Goldberg, Michael, and Monica Vişan. “A Counterexample to Dispersive Estimates
    for Schrödinger Operators in Higher Dimensions.” <i>Communications in Mathematical
    Physics</i>. Springer Nature, 2006. <a href="https://doi.org/10.1007/s00220-006-0013-5">https://doi.org/10.1007/s00220-006-0013-5</a>.
  ieee: M. Goldberg and M. Vişan, “A counterexample to dispersive estimates for Schrödinger
    operators in higher dimensions,” <i>Communications in Mathematical Physics</i>,
    vol. 266. Springer Nature, pp. 211–238, 2006.
  ista: Goldberg M, Vişan M. 2006. A counterexample to dispersive estimates for Schrödinger
    operators in higher dimensions. Communications in Mathematical Physics. 266, 211–238.
  mla: Goldberg, Michael, and Monica Vişan. “A Counterexample to Dispersive Estimates
    for Schrödinger Operators in Higher Dimensions.” <i>Communications in Mathematical
    Physics</i>, vol. 266, Springer Nature, 2006, pp. 211–38, doi:<a href="https://doi.org/10.1007/s00220-006-0013-5">10.1007/s00220-006-0013-5</a>.
  short: M. Goldberg, M. Vişan, Communications in Mathematical Physics 266 (2006)
    211–238.
das_tickbox: '1'
date_created: 2026-06-19T08:23:36Z
date_published: 2006-08-01T00:00:00Z
date_updated: 2026-06-30T11:26:34Z
day: '01'
doi: 10.1007/s00220-006-0013-5
extern: '1'
external_id:
  arxiv:
  - math/0508206
fulldoi: https://doi.org/10.1007/s00220-006-0013-5
intvolume: '       266'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.math/0508206
month: '08'
oa: 1
oa_version: Preprint
page: 211-238
publication: Communications in Mathematical Physics
publication_identifier:
  eissn:
  - 1432-0916
  issn:
  - 0010-3616
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: A counterexample to dispersive estimates for Schrödinger operators in higher
  dimensions
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 266
year: '2006'
...
---
OA_type: closed access
_id: '4574'
abstract:
- lang: eng
  text: Many software model checkers are based on predicate abstraction. If the verification
    goal depends on pointer structures, the approach does not work well, because it
    is difficult to find adequate predicate abstractions for the heap. In contrast,
    shape analysis, which uses graph-based heap abstractions, can provide a compact
    representation of recursive data structures. We integrate shape analysis into
    the software model checker Blast. Because shape analysis is expensive, we do not
    apply it globally. Instead, we ensure that, like predicates, shape graphs are
    computed and stored locally, only where necessary for proving the verification
    goal. To achieve this, we extend lazy abstraction refinement, which so far has
    been used only for predicate abstractions, to three-valued logical structures.
    This approach does not only increase the precision of model checking, but it also
    increases the efficiency of shape analysis. We implemented the technique by extending
    Blast with calls to Tvla.
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Dirk
  full_name: Beyer, Dirk
  last_name: Beyer
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Grégory
  full_name: Théoduloz, Grégory
  last_name: Théoduloz
citation:
  ama: 'Beyer D, Henzinger TA, Théoduloz G. Lazy shape analysis. In: <i>Proceedings
    of the 18th International Conference on Computer Aided Verification</i>. Vol 4144.
    Springer; 2006:532-546. doi:<a href="https://doi.org/10.1007/11817963_48">10.1007/11817963_48</a>'
  apa: 'Beyer, D., Henzinger, T. A., &#38; Théoduloz, G. (2006). Lazy shape analysis.
    In <i>Proceedings of the 18th international conference on Computer Aided Verification</i>
    (Vol. 4144, pp. 532–546). Seattle, WA, United States: Springer. <a href="https://doi.org/10.1007/11817963_48">https://doi.org/10.1007/11817963_48</a>'
  chicago: Beyer, Dirk, Thomas A Henzinger, and Grégory Théoduloz. “Lazy Shape Analysis.”
    In <i>Proceedings of the 18th International Conference on Computer Aided Verification</i>,
    4144:532–46. Springer, 2006. <a href="https://doi.org/10.1007/11817963_48">https://doi.org/10.1007/11817963_48</a>.
  ieee: D. Beyer, T. A. Henzinger, and G. Théoduloz, “Lazy shape analysis,” in <i>Proceedings
    of the 18th international conference on Computer Aided Verification</i>, Seattle,
    WA, United States, 2006, vol. 4144, pp. 532–546.
  ista: 'Beyer D, Henzinger TA, Théoduloz G. 2006. Lazy shape analysis. Proceedings
    of the 18th international conference on Computer Aided Verification. CAV: Computer
    Aided Verification, LNCS, vol. 4144, 532–546.'
  mla: Beyer, Dirk, et al. “Lazy Shape Analysis.” <i>Proceedings of the 18th International
    Conference on Computer Aided Verification</i>, vol. 4144, Springer, 2006, pp.
    532–46, doi:<a href="https://doi.org/10.1007/11817963_48">10.1007/11817963_48</a>.
  short: D. Beyer, T.A. Henzinger, G. Théoduloz, in:, Proceedings of the 18th International
    Conference on Computer Aided Verification, Springer, 2006, pp. 532–546.
conference:
  end_date: 2006-08-20
  location: Seattle, WA, United States
  name: 'CAV: Computer Aided Verification'
  start_date: 2006-08-17
date_created: 2018-12-11T12:09:33Z
date_published: 2006-08-08T00:00:00Z
date_updated: 2026-08-21T09:37:53Z
day: '08'
doi: 10.1007/11817963_48
extern: '1'
fulldoi: https://doi.org/10.1007/11817963_48
intvolume: '      4144'
language:
- iso: eng
month: '08'
oa_version: None
page: 532 - 546
publication: Proceedings of the 18th international conference on Computer Aided Verification
publication_identifier:
  eisbn:
  - '9783540374114'
  isbn:
  - '9783540374060'
publication_status: published
publisher: Springer
publist_id: '133'
status: public
title: Lazy shape analysis
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 4144
year: '2006'
...
---
OA_type: closed access
_id: '4539'
abstract:
- lang: eng
  text: Games on graphs with ω-regular objectives provide a model for the control
    and synthesis of reactive systems. Every ω-regular objective can be decomposed
    into a safety part and a liveness part. The liveness part ensures that something
    good happens “eventually.” Two main strengths of the classical, infinite-limit
    formulation of liveness are robustness (independence from the granularity of transitions)
    and simplicity (abstraction of complicated time bounds). However, the classical
    liveness formulation suffers from the drawback that the time until something good
    happens may be unbounded. A stronger formulation of liveness, so-called finitary
    liveness, overcomes this drawback, while still retaining robustness and simplicity.
    Finitary liveness requires that there exists an unknown, fixed bound b such that
    something good happens within b transitions. While for one-shot liveness (reachability)
    objectives, classical and finitary liveness coincide, for repeated liveness (Büchi)
    objectives, the finitary formulation is strictly stronger. In this work we study
    games with finitary parity and Streett (fairness) objectives. We prove the determinacy
    of these games, present algorithms for solving these games, and characterize the
    memory requirements of winning strategies. Our algorithms can be used, for example,
    for synthesizing controllers that do not let the response time of a system increase
    without bound.
acknowledgement: This research was supported in part by the AFOSR MURI grant F49620-00-1-0327
  and the NSF ITR grant CCR-0225610.
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
citation:
  ama: 'Chatterjee K, Henzinger TA. Finitary winning in omega-regular games. In: <i>Proceedings
    of the 12th International Conference on Tools and Algorithms for the Construction
    and Analysis of Systems</i>. Vol 3920. Springer; 2006:257-271. doi:<a href="https://doi.org/10.1007/11691372_17">10.1007/11691372_17</a>'
  apa: 'Chatterjee, K., &#38; Henzinger, T. A. (2006). Finitary winning in omega-regular
    games. In <i>Proceedings of the 12th international conference on Tools and Algorithms
    for the Construction and Analysis of Systems</i> (Vol. 3920, pp. 257–271). Vienna,
    Austria: Springer. <a href="https://doi.org/10.1007/11691372_17">https://doi.org/10.1007/11691372_17</a>'
  chicago: Chatterjee, Krishnendu, and Thomas A Henzinger. “Finitary Winning in Omega-Regular
    Games.” In <i>Proceedings of the 12th International Conference on Tools and Algorithms
    for the Construction and Analysis of Systems</i>, 3920:257–71. Springer, 2006.
    <a href="https://doi.org/10.1007/11691372_17">https://doi.org/10.1007/11691372_17</a>.
  ieee: K. Chatterjee and T. A. Henzinger, “Finitary winning in omega-regular games,”
    in <i>Proceedings of the 12th international conference on Tools and Algorithms
    for the Construction and Analysis of Systems</i>, Vienna, Austria, 2006, vol.
    3920, pp. 257–271.
  ista: 'Chatterjee K, Henzinger TA. 2006. Finitary winning in omega-regular games.
    Proceedings of the 12th international conference on Tools and Algorithms for the
    Construction and Analysis of Systems. TACAS: Tools and Algorithms for the Construction
    and Analysis of Systems, LNCS, vol. 3920, 257–271.'
  mla: Chatterjee, Krishnendu, and Thomas A. Henzinger. “Finitary Winning in Omega-Regular
    Games.” <i>Proceedings of the 12th International Conference on Tools and Algorithms
    for the Construction and Analysis of Systems</i>, vol. 3920, Springer, 2006, pp.
    257–71, doi:<a href="https://doi.org/10.1007/11691372_17">10.1007/11691372_17</a>.
  short: K. Chatterjee, T.A. Henzinger, in:, Proceedings of the 12th International
    Conference on Tools and Algorithms for the Construction and Analysis of Systems,
    Springer, 2006, pp. 257–271.
conference:
  end_date: 2006-04-02
  location: Vienna, Austria
  name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems'
  start_date: 2006-03-25
date_created: 2018-12-11T12:09:22Z
date_published: 2006-03-15T00:00:00Z
date_updated: 2026-08-21T10:38:21Z
day: '15'
doi: 10.1007/11691372_17
extern: '1'
fulldoi: https://doi.org/10.1007/11691372_17
intvolume: '      3920'
language:
- iso: eng
month: '03'
oa_version: None
page: 257 - 271
publication: Proceedings of the 12th international conference on Tools and Algorithms
  for the Construction and Analysis of Systems
publication_identifier:
  eisbn:
  - '9783540330578'
  isbn:
  - '9783540330561'
publication_status: published
publisher: Springer
publist_id: '183'
status: public
title: Finitary winning in omega-regular games
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 3920
year: '2006'
...
---
OA_type: closed access
_id: '4551'
abstract:
- lang: eng
  text: "We consider Markov decision processes (MDPs) with multiple discounted reward
    objectives. Such MDPs occur in design problems where one wishes to simultaneously
    optimize several criteria, for example, latency and power. The possible trade-offs
    between the different objectives are characterized by the Pareto curve. We show
    that every Pareto-optimal point can be achieved by a memoryless strategy; however,
    unlike in the single-objective case, the memoryless strategy may require randomization.
    Moreover, we show that the Pareto curve can be approximated in polynomial time
    in the size of the MDP. Additionally, we study the problem if a given value vector
    is realizable by any strategy, and show that it can be decided in polynomial time;
    but the question whether it is realizable by a deterministic memoryless strategy
    is NP-complete. These results provide efficient algorithms for design exploration
    in MDP models with multiple objectives.\r\nThis research was supported in part
    by the AFOSR MURI grant F49620-00-1-0327, and the NSF grants CCR-0225610, CCR-0234690,
    and CCR-0427202. "
acknowledgement: This research was supported in part by the AFOSR MURI grant F49620-00-1-0327,
  and the NSF grants CCR-0225610, CCR-0234690, and CCR-0427202.
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Ritankar
  full_name: Majumdar, Ritankar
  last_name: Majumdar
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
citation:
  ama: 'Chatterjee K, Majumdar R, Henzinger TA. Markov decision processes with multiple
    objectives. In: <i>Proceedings of the 23rd Annual Conference on Theoretical Aspects
    of Computer Science</i>. Vol 3884. Springer; 2006:325-336. doi:<a href="https://doi.org/10.1007/11672142_26">10.1007/11672142_26</a>'
  apa: 'Chatterjee, K., Majumdar, R., &#38; Henzinger, T. A. (2006). Markov decision
    processes with multiple objectives. In <i>Proceedings of the 23rd Annual conference
    on Theoretical Aspects of Computer Science</i> (Vol. 3884, pp. 325–336). Marseille,
    France: Springer. <a href="https://doi.org/10.1007/11672142_26">https://doi.org/10.1007/11672142_26</a>'
  chicago: Chatterjee, Krishnendu, Ritankar Majumdar, and Thomas A Henzinger. “Markov
    Decision Processes with Multiple Objectives.” In <i>Proceedings of the 23rd Annual
    Conference on Theoretical Aspects of Computer Science</i>, 3884:325–36. Springer,
    2006. <a href="https://doi.org/10.1007/11672142_26">https://doi.org/10.1007/11672142_26</a>.
  ieee: K. Chatterjee, R. Majumdar, and T. A. Henzinger, “Markov decision processes
    with multiple objectives,” in <i>Proceedings of the 23rd Annual conference on
    Theoretical Aspects of Computer Science</i>, Marseille, France, 2006, vol. 3884,
    pp. 325–336.
  ista: 'Chatterjee K, Majumdar R, Henzinger TA. 2006. Markov decision processes with
    multiple objectives. Proceedings of the 23rd Annual conference on Theoretical
    Aspects of Computer Science. STACS: Theoretical Aspects of Computer Science, LNCS,
    vol. 3884, 325–336.'
  mla: Chatterjee, Krishnendu, et al. “Markov Decision Processes with Multiple Objectives.”
    <i>Proceedings of the 23rd Annual Conference on Theoretical Aspects of Computer
    Science</i>, vol. 3884, Springer, 2006, pp. 325–36, doi:<a href="https://doi.org/10.1007/11672142_26">10.1007/11672142_26</a>.
  short: K. Chatterjee, R. Majumdar, T.A. Henzinger, in:, Proceedings of the 23rd
    Annual Conference on Theoretical Aspects of Computer Science, Springer, 2006,
    pp. 325–336.
conference:
  end_date: 2006-02-25
  location: Marseille, France
  name: 'STACS: Theoretical Aspects of Computer Science'
  start_date: 2006-02-23
date_created: 2018-12-11T12:09:26Z
date_published: 2006-02-14T00:00:00Z
date_updated: 2026-08-21T09:46:06Z
day: '14'
doi: 10.1007/11672142_26
extern: '1'
fulldoi: https://doi.org/10.1007/11672142_26
intvolume: '      3884'
language:
- iso: eng
month: '02'
oa_version: None
page: 325 - 336
publication: Proceedings of the 23rd Annual conference on Theoretical Aspects of Computer
  Science
publication_identifier:
  eisbn:
  - '9783540322887'
  isbn:
  - '9783540323013'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer
publist_id: '161'
status: public
title: Markov decision processes with multiple objectives
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 3884
year: '2006'
...
---
OA_type: closed access
_id: '4538'
abstract:
- lang: eng
  text: A stochastic graph game is played by two players on a game graph with probabilistic
    transitions. We consider stochastic graph games with ω-regular winning conditions
    specified as parity objectives. These games lie in NP ∩ coNP. We present a strategy
    improvement algorithm for stochastic parity games; this is the first non-brute-force
    algorithm for solving these games. From the strategy improvement algorithm we
    obtain a randomized subexponential-time algorithm to solve such games.
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
citation:
  ama: 'Chatterjee K, Henzinger TA. Strategy improvement and randomized subexponential
    algorithms for stochastic parity games. In: <i>Proceedings of the 23rd Annual
    Conference on Theoretical Aspects of Computer Science</i>. Vol 3884. Springer;
    2006:512-523. doi:<a href="https://doi.org/10.1007/11672142_42">10.1007/11672142_42</a>'
  apa: 'Chatterjee, K., &#38; Henzinger, T. A. (2006). Strategy improvement and randomized
    subexponential algorithms for stochastic parity games. In <i>Proceedings of the
    23rd Annual conference on Theoretical Aspects of Computer Science</i> (Vol. 3884,
    pp. 512–523). Marseille, France: Springer. <a href="https://doi.org/10.1007/11672142_42">https://doi.org/10.1007/11672142_42</a>'
  chicago: Chatterjee, Krishnendu, and Thomas A Henzinger. “Strategy Improvement and
    Randomized Subexponential Algorithms for Stochastic Parity Games.” In <i>Proceedings
    of the 23rd Annual Conference on Theoretical Aspects of Computer Science</i>,
    3884:512–23. Springer, 2006. <a href="https://doi.org/10.1007/11672142_42">https://doi.org/10.1007/11672142_42</a>.
  ieee: K. Chatterjee and T. A. Henzinger, “Strategy improvement and randomized subexponential
    algorithms for stochastic parity games,” in <i>Proceedings of the 23rd Annual
    conference on Theoretical Aspects of Computer Science</i>, Marseille, France,
    2006, vol. 3884, pp. 512–523.
  ista: 'Chatterjee K, Henzinger TA. 2006. Strategy improvement and randomized subexponential
    algorithms for stochastic parity games. Proceedings of the 23rd Annual conference
    on Theoretical Aspects of Computer Science. STACS: Theoretical Aspects of Computer
    Science, LNCS, vol. 3884, 512–523.'
  mla: Chatterjee, Krishnendu, and Thomas A. Henzinger. “Strategy Improvement and
    Randomized Subexponential Algorithms for Stochastic Parity Games.” <i>Proceedings
    of the 23rd Annual Conference on Theoretical Aspects of Computer Science</i>,
    vol. 3884, Springer, 2006, pp. 512–23, doi:<a href="https://doi.org/10.1007/11672142_42">10.1007/11672142_42</a>.
  short: K. Chatterjee, T.A. Henzinger, in:, Proceedings of the 23rd Annual Conference
    on Theoretical Aspects of Computer Science, Springer, 2006, pp. 512–523.
conference:
  end_date: 2006-02-25
  location: Marseille, France
  name: 'STACS: Theoretical Aspects of Computer Science'
  start_date: 2006-02-23
date_created: 2018-12-11T12:09:22Z
date_published: 2006-02-14T00:00:00Z
date_updated: 2026-08-21T10:42:04Z
day: '14'
doi: 10.1007/11672142_42
extern: '1'
fulldoi: https://doi.org/10.1007/11672142_42
intvolume: '      3884'
language:
- iso: eng
month: '02'
oa_version: None
page: 512 - 523
publication: Proceedings of the 23rd Annual conference on Theoretical Aspects of Computer
  Science
publication_identifier:
  eisbn:
  - '9783540322887'
  eissn:
  - 1611-3349
  isbn:
  - '9783540323013'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer
publist_id: '184'
status: public
title: Strategy improvement and randomized subexponential algorithms for stochastic
  parity games
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 3884
year: '2006'
...
---
OA_type: closed access
_id: '4549'
abstract:
- lang: eng
  text: We present a compositional theory of system verification, where specifications
    assign real-numbered costs to systems. These costs can express a wide variety
    of quantitative system properties, such as resource consumption, price, or a measure
    of how well a system satisfies its specification. The theory supports the composition
    of systems and specifications, and the hiding of variables. Boolean refinement
    relations are replaced by real-numbered distances between descriptions of a system
    at different levels of detail. We show that the classical Boolean rules for compositional
    reasoning have quantitative counterparts in our setting. While our general theory
    allows costs to be specified by arbitrary cost functions, we also consider a class
    of linear cost functions, which give rise to an instance of our framework where
    all operations are computable in polynomial time.
acknowledgement: Supported in part by the NSF grants CCR-0234690, CCR-0208875, and
  CCR-0225610; by the NSF grant CCR-0132780 and ARP grant SC20051123.
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Luca
  full_name: De Alfaro, Luca
  last_name: De Alfaro
- first_name: Marco
  full_name: Faella, Marco
  last_name: Faella
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Ritankar
  full_name: Majumdar, Ritankar
  last_name: Majumdar
- first_name: Mariëlle
  full_name: Stoelinga, Mariëlle
  last_name: Stoelinga
citation:
  ama: 'Chatterjee K, De Alfaro L, Faella M, Henzinger TA, Majumdar R, Stoelinga M.
    Compositional quantitative reasoning. In: <i>Proceedings of the 3rd International
    Conference on the Quantitative Evaluation of Systems</i>. IEEE; 2006:179-188.
    doi:<a href="https://doi.org/10.1109/QEST.2006.11">10.1109/QEST.2006.11</a>'
  apa: 'Chatterjee, K., De Alfaro, L., Faella, M., Henzinger, T. A., Majumdar, R.,
    &#38; Stoelinga, M. (2006). Compositional quantitative reasoning. In <i>Proceedings
    of the 3rd international conference on the Quantitative Evaluation of Systems</i>
    (pp. 179–188). Riverside, CA, United States: IEEE. <a href="https://doi.org/10.1109/QEST.2006.11">https://doi.org/10.1109/QEST.2006.11</a>'
  chicago: Chatterjee, Krishnendu, Luca De Alfaro, Marco Faella, Thomas A Henzinger,
    Ritankar Majumdar, and Mariëlle Stoelinga. “Compositional Quantitative Reasoning.”
    In <i>Proceedings of the 3rd International Conference on the Quantitative Evaluation
    of Systems</i>, 179–88. IEEE, 2006. <a href="https://doi.org/10.1109/QEST.2006.11">https://doi.org/10.1109/QEST.2006.11</a>.
  ieee: K. Chatterjee, L. De Alfaro, M. Faella, T. A. Henzinger, R. Majumdar, and
    M. Stoelinga, “Compositional quantitative reasoning,” in <i>Proceedings of the
    3rd international conference on the Quantitative Evaluation of Systems</i>, Riverside,
    CA, United States, 2006, pp. 179–188.
  ista: 'Chatterjee K, De Alfaro L, Faella M, Henzinger TA, Majumdar R, Stoelinga
    M. 2006. Compositional quantitative reasoning. Proceedings of the 3rd international
    conference on the Quantitative Evaluation of Systems. QEST: Quantitative Evaluation
    of Systems, 179–188.'
  mla: Chatterjee, Krishnendu, et al. “Compositional Quantitative Reasoning.” <i>Proceedings
    of the 3rd International Conference on the Quantitative Evaluation of Systems</i>,
    IEEE, 2006, pp. 179–88, doi:<a href="https://doi.org/10.1109/QEST.2006.11">10.1109/QEST.2006.11</a>.
  short: K. Chatterjee, L. De Alfaro, M. Faella, T.A. Henzinger, R. Majumdar, M. Stoelinga,
    in:, Proceedings of the 3rd International Conference on the Quantitative Evaluation
    of Systems, IEEE, 2006, pp. 179–188.
conference:
  end_date: 2006-09-14
  location: Riverside, CA, United States
  name: 'QEST: Quantitative Evaluation of Systems'
  start_date: 2006-09-11
date_created: 2018-12-11T12:09:26Z
date_published: 2006-09-01T00:00:00Z
date_updated: 2026-08-21T09:55:30Z
day: '01'
doi: 10.1109/QEST.2006.11
extern: '1'
fulldoi: https://doi.org/10.1109/QEST.2006.11
language:
- iso: eng
month: '09'
oa_version: None
page: 179 - 188
publication: Proceedings of the 3rd international conference on the Quantitative Evaluation
  of Systems
publication_identifier:
  isbn:
  - '0769526659'
publication_status: published
publisher: IEEE
publist_id: '163'
status: public
title: Compositional quantitative reasoning
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
year: '2006'
...
