Please note that ISTA Research Explorer no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
11103 Publications
2023 | Submitted | Preprint | IST-REx-ID: 14210 | 
Leveraging sparse and shared feature activations for disentangled representation learning
M. Fumero, F. Wenzel, L. Zancato, A. Achille, E. Rodolà, S. Soatto, B. Schölkopf, F. Locatello, ArXiv (n.d.).
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
M. Fumero, F. Wenzel, L. Zancato, A. Achille, E. Rodolà, S. Soatto, B. Schölkopf, F. Locatello, ArXiv (n.d.).
2023 | Published | Conference Paper | IST-REx-ID: 14211 |
Causal discovery with score matching on additive models with arbitrary noise
F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14212 |
Scalable causal discovery with score matching
F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14214 |
Causal triplet: An open challenge for intervention-centric causal representation learning
Y. Liu, A. Alahi, C. Russell, M. Horn, D. Zietlow, B. Schölkopf, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
Y. Liu, A. Alahi, C. Russell, M. Horn, D. Zietlow, B. Schölkopf, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14217 |
Relative representations enable zero-shot latent space communication
L. Moschella, V. Maiorca, M. Fumero, A. Norelli, F. Locatello, E. Rodolà, in:, The 11th International Conference on Learning Representations, 2023.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
L. Moschella, V. Maiorca, M. Fumero, A. Norelli, F. Locatello, E. Rodolà, in:, The 11th International Conference on Learning Representations, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14218 |
Bridging the gap to real-world object-centric learning
M. Seitzer, M. Horn, A. Zadaianchuk, D. Zietlow, T. Xiao, C.-J.S.-G. Carl-Johann Simon-Gabriel, T. He, Z. Zhang, B. Schölkopf, T. Brox, F. Locatello, in:, The 11th International Conference on Learning Representations, 2023.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
M. Seitzer, M. Horn, A. Zadaianchuk, D. Zietlow, T. Xiao, C.-J.S.-G. Carl-Johann Simon-Gabriel, T. He, Z. Zhang, B. Schölkopf, T. Brox, F. Locatello, in:, The 11th International Conference on Learning Representations, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14219 |
Unsupervised semantic segmentation with self-supervised object-centric representations
A. Zadaianchuk, M. Kleindessner, Y. Zhu, F. Locatello, T. Brox, in:, The 11th International Conference on Learning Representations, 2023.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
A. Zadaianchuk, M. Kleindessner, Y. Zhu, F. Locatello, T. Brox, in:, The 11th International Conference on Learning Representations, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14222 |
Unsupervised object learning via common fate
M. Tangemann, S. Schneider, J. von Kügelgen, F. Locatello, P. Gehler, T. Brox, M. Kümmerer, M. Bethge, B. Schölkopf, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
M. Tangemann, S. Schneider, J. von Kügelgen, F. Locatello, P. Gehler, T. Brox, M. Kümmerer, M. Bethge, B. Schölkopf, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 | Published | Journal Article | IST-REx-ID: 14245 |
Horospherical coordinates of lattice points in hyperbolic spaces: Effective counting and equidistribution
T. Horesh, A. Nevo, Pacific Journal of Mathematics 324 (2023) 265–294.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
T. Horesh, A. Nevo, Pacific Journal of Mathematics 324 (2023) 265–294.
2023 | Published | Journal Article | IST-REx-ID: 14246 |
Emergence of a Bose polaron in a small ring threaded by the Aharonov-Bohm flux
F. Brauneis, A. Ghazaryan, H.-W. Hammer, A. Volosniev, Communications Physics 6 (2023).
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
F. Brauneis, A. Ghazaryan, H.-W. Hammer, A. Volosniev, Communications Physics 6 (2023).
2023 | Published | Journal Article | IST-REx-ID: 14254 |
A simple approach to Lieb-Thirring type inequalities
R. Seiringer, J.P. Solovej, Journal of Functional Analysis 285 (2023).
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
R. Seiringer, J.P. Solovej, Journal of Functional Analysis 285 (2023).
2023 | Published | Journal Article | IST-REx-ID: 14256 |
Asymmetries of frequency splittings of dipolar mixed modes: A window on the topology of deep magnetic fields
S. Mathis, L.A. Bugnet, Astronomy and Astrophysics 676 (2023).
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
S. Mathis, L.A. Bugnet, Astronomy and Astrophysics 676 (2023).
2023 | Published | Journal Article | IST-REx-ID: 14261 |
Accessing position space wave functions in band structure calculations of periodic systems - a generalized, adapted numerov implementation for one-, two-, and three-dimensional quantum problems
J. Gamper, F. Kluibenschedl, A.K.H. Weiss, T.S. Hofer, Journal of Physical Chemistry Letters 14 (2023) 7395–7403.
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
J. Gamper, F. Kluibenschedl, A.K.H. Weiss, T.S. Hofer, Journal of Physical Chemistry Letters 14 (2023) 7395–7403.
2023 | Published | Journal Article | IST-REx-ID: 14281
Design of stimulus-responsive two-state hinge proteins
Praetorius FM, Leung PJY, Tessmer MH, Broerman A, Demakis C, Dishman AF, Pillai A, Idris A, Juergens D, Dauparas J, Li X, Levine PM, Lamb M, Ballard RK, Gerben SR, Nguyen H, Kang A, Sankaran B, Bera AK, Volkman BF, Nivala J, Stoll S, Baker D. 2023. Design of stimulus-responsive two-state hinge proteins. Science. 381(6659), 754–760.
View
| DOI
| PubMed | Europe PMC
Praetorius FM, Leung PJY, Tessmer MH, Broerman A, Demakis C, Dishman AF, Pillai A, Idris A, Juergens D, Dauparas J, Li X, Levine PM, Lamb M, Ballard RK, Gerben SR, Nguyen H, Kang A, Sankaran B, Bera AK, Volkman BF, Nivala J, Stoll S, Baker D. 2023. Design of stimulus-responsive two-state hinge proteins. Science. 381(6659), 754–760.
2023 | Submitted | Preprint | IST-REx-ID: 14294 |
Modulation of FGF pathway signaling and vascular differentiation using designed oligomeric assemblies
Edman NI, Redler RL, Phal A, Schlichthaerle T, Srivatsan SR, Etemadi A, An S, Favor A, Ehnes D, Li Z, Praetorius FM, Gordon M, Yang W, Coventry B, Hicks DR, Cao L, Bethel N, Heine P, Murray AN, Gerben S, Carter L, Miranda M, Negahdari B, Lee S, Trapnell C, Stewart L, Ekiert DC, Schlessinger J, Shendure J, Bhabha G, Ruohola-Baker H, Baker D. Modulation of FGF pathway signaling and vascular differentiation using designed oligomeric assemblies. bioRxiv, 10.1101/2023.03.14.532666.
[Preprint]
View
| DOI
| Download Preprint (ext.)
Edman NI, Redler RL, Phal A, Schlichthaerle T, Srivatsan SR, Etemadi A, An S, Favor A, Ehnes D, Li Z, Praetorius FM, Gordon M, Yang W, Coventry B, Hicks DR, Cao L, Bethel N, Heine P, Murray AN, Gerben S, Carter L, Miranda M, Negahdari B, Lee S, Trapnell C, Stewart L, Ekiert DC, Schlessinger J, Shendure J, Bhabha G, Ruohola-Baker H, Baker D. Modulation of FGF pathway signaling and vascular differentiation using designed oligomeric assemblies. bioRxiv, 10.1101/2023.03.14.532666.
2023 | Published | Journal Article | IST-REx-ID: 14315 |
Caspase-mediated nuclear pore complex trimming in cell differentiation and endoplasmic reticulum stress
U.H. Cho, M. Hetzer, ELife 12 (2023).
[Published Version]
View
| Files available
| DOI
| PubMed | Europe PMC
U.H. Cho, M. Hetzer, ELife 12 (2023).
2023 | Published | Journal Article | IST-REx-ID: 14320 |
Deep learning extraction of band structure parameters from density of states: A case study on trilayer graphene
P.M. Henderson, A. Ghazaryan, A.A. Zibrov, A.F. Young, M. Serbyn, Physical Review B 108 (2023).
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
P.M. Henderson, A. Ghazaryan, A.A. Zibrov, A.F. Young, M. Serbyn, Physical Review B 108 (2023).
2023 | Submitted | Preprint | IST-REx-ID: 14333 |
Self-compatibility: Evaluating causal discovery without ground truth
P.M. Faller, L.C. Vankadara, A.A. Mastakouri, F. Locatello, D. Janzing, ArXiv (n.d.).
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
P.M. Faller, L.C. Vankadara, A.A. Mastakouri, F. Locatello, D. Janzing, ArXiv (n.d.).
2023 | Published | Journal Article | IST-REx-ID: 14339 |
Antigravitropic PIN polarization maintains non-vertical growth in lateral roots
S. Roychoudhry, K. Sageman-Furnas, C. Wolverton, P. Grones, S. Tan, G. Molnar, M. De Angelis, H. Goodman, N. Capstaff, L. JPB, J. Mullen, R. Hangarter, J. Friml, S. Kepinski, Nature Plants 9 (2023) 1500–1513.
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
S. Roychoudhry, K. Sageman-Furnas, C. Wolverton, P. Grones, S. Tan, G. Molnar, M. De Angelis, H. Goodman, N. Capstaff, L. JPB, J. Mullen, R. Hangarter, J. Friml, S. Kepinski, Nature Plants 9 (2023) 1500–1513.
2023 | Published | Conference Paper | IST-REx-ID: 14344 |
Fast algorithms for solving the Hamilton cycle problem with high probability
M. Anastos, in:, Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms, Society for Industrial and Applied Mathematics, 2023, pp. 2286–2323.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
M. Anastos, in:, Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms, Society for Industrial and Applied Mathematics, 2023, pp. 2286–2323.