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5052 Publications

2020 | Conference Paper | IST-REx-ID: 8724 | OA
Konstantinov NH, Frantar E, Alistarh D-A, Lampert C. 2020. On the sample complexity of adversarial multi-source PAC learning. Proceedings of the 37th International Conference on Machine Learning. ICML: International Conference on Machine Learning vol. 119, 5416–5425.
[Published Version] View | Files available | arXiv
 
2020 | Journal Article | IST-REx-ID: 8644 | OA
Rzadkowski W, Defenu N, Chiacchiera S, Trombettoni A, Bighin G. 2020. Detecting composite orders in layered models via machine learning. New Journal of Physics. 22(9), 093026.
[Published Version] View | Files available | DOI | WoS
 
2020 | Journal Article | IST-REx-ID: 8705 | OA
Mysliwy K, Seiringer R. 2020. Microscopic derivation of the Fröhlich Hamiltonian for the Bose polaron in the mean-field limit. Annales Henri Poincare. 21(12), 4003–4025.
[Published Version] View | Files available | DOI | WoS | arXiv
 
2020 | Journal Article | IST-REx-ID: 10861
Nickovic D, Lebeltel O, Maler O, Ferrere T, Ulus D. 2020. AMT 2.0: Qualitative and quantitative trace analysis with extended signal temporal logic. International Journal on Software Tools for Technology Transfer. 22(6), 741–758.
View | Files available | DOI | WoS
 
2020 | Journal Article | IST-REx-ID: 14125 | OA
Stark SG et al. 2020. SCIM: Universal single-cell matching with unpaired feature sets. Bioinformatics. 36(Supplement_2), i919–i927.
[Published Version] View | Files available | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
2020 | Conference Paper | IST-REx-ID: 14186 | OA
Locatello F, Bauer S, Lucic M, Rätsch G, Gelly S, Schölkopf B, Bachem O. 2020. A commentary on the unsupervised learning of disentangled representations. The 34th AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence vol. 34, 13681–13684.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2020 | Conference Paper | IST-REx-ID: 14188 | OA
Locatello F, Poole B, Rätsch G, Schölkopf B, Bachem O, Tschannen M. 2020. Weakly-supervised disentanglement without compromises. Proceedings of the 37th International Conference on Machine Learning. International Conference on Machine Learning, PMLR, vol. 119, 6348–6359.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2020 | Conference Paper | IST-REx-ID: 14187 | OA
Négiar G, Dresdner G, Tsai A, Ghaoui LE, Locatello F, Freund RM, Pedregosa F. 2020. Stochastic Frank-Wolfe for constrained finite-sum minimization. Proceedings of the 37th International Conference on Machine Learning. International Conference on Machine Learning, PMLR, vol. 119, 7253–7262.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2020 | Journal Article | IST-REx-ID: 14195 | OA
Locatello F, Bauer S, Lucic M, Rätsch G, Gelly S, Schölkopf B, Bachem O. 2020. A sober look at the unsupervised learning of disentangled representations and their evaluation. Journal of Machine Learning Research. 21, 209.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2020 | Journal Article | IST-REx-ID: 7569 | OA
Grah R, Friedlander T. 2020. The relation between crosstalk and gene regulation form revisited. PLOS Computational Biology. 16(2), e1007642.
[Published Version] View | Files available | DOI | WoS
 
2020 | Preprint | IST-REx-ID: 8813 | OA
Santini L, Halbritter F, Titz-Teixeira F, Suzuki T, Asami M, Ramesmayer J, Ma X, Lackner A, Warr N, Pauler F, Hippenmeyer S, Laue E, Farlik M, Bock C, Beyer A, Perry ACF, Leeb M. Novel imprints in mouse blastocysts are predominantly DNA methylation independent. bioRxiv, 10.1101/2020.11.03.366948.
[Preprint] View | DOI | Download Preprint (ext.) | PubMed | Europe PMC
 
2020 | Research Data Reference | IST-REx-ID: 9777 | OA
Grah R, Friedlander T. 2020. Maximizing crosstalk, Public Library of Science, 10.1371/journal.pcbi.1007642.s002.
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2020 | Thesis | IST-REx-ID: 8332 | OA
Kragl B. 2020. Verifying concurrent programs: Refinement, synchronization, sequentialization. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 
2020 | Conference Paper | IST-REx-ID: 14326 | OA
Locatello F, Weissenborn D, Unterthiner T, Mahendran A, Heigold G, Uszkoreit J, Dosovitskiy A, Kipf T. 2020. Object-centric learning with slot attention. Advances in Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems vol. 33, 11525–11538.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2020 | Journal Article | IST-REx-ID: 71 | OA
Gladbach P, Kopfer E, Maas J. 2020. Scaling limits of discrete optimal transport. SIAM Journal on Mathematical Analysis. 52(3), 2759–2802.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 
2020 | Journal Article | IST-REx-ID: 5681 | OA
Hikaru I, Wojtan C, Thuerey N, Igarashi T, Ando R. 2020. Simulating liquids on dynamically warping grids. IEEE Transactions on Visualization and Computer Graphics. 26(6), 2288–2302.
[Submitted Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2020 | Thesis | IST-REx-ID: 8958 | OA
Li X. 2020. Rotation of coupled cold molecules in the presence of a many-body environment. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 
2020 | Thesis | IST-REx-ID: 8386 | OA
Zhang R. 2020. Structure-aware computational design and its application to 3D printable volume scattering, mechanism, and multistability. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 
2020 | Thesis | IST-REx-ID: 7996 | OA
Kukucka J. 2020. Implementation of a hole spin qubit in Ge hut wires and dispersive spin sensing. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 
2020 | Conference Paper | IST-REx-ID: 8272 | OA
Chatterjee K, Katoen JP, Weininger M, Winkler T. 2020. Stochastic games with lexicographic reachability-safety objectives. International Conference on Computer Aided Verification. CAV: Computer Aided Verification, LNCS, vol. 12225, 398–420.
[Published Version] View | Files available | DOI | WoS | arXiv
 
2020 | Book Chapter | IST-REx-ID: 7572 | OA
Dos Santos Caldas PR, Radler P, Sommer CM, Loose M. 2020.Computational analysis of filament polymerization dynamics in cytoskeletal networks. In: Methods in Cell Biology. Methods in Cell Biology, vol. 158, 145–161.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS
 
2020 | Journal Article | IST-REx-ID: 7387 | OA
Baranova NS, Radler P, Hernández-Rocamora VM, Alfonso C, Lopez Pelegrin MD, Rivas G, Vollmer W, Loose M. 2020. Diffusion and capture permits dynamic coupling between treadmilling FtsZ filaments and cell division proteins. Nature Microbiology. 5, 407–417.
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.) | WoS | PubMed | Europe PMC
 
2020 | Journal Article | IST-REx-ID: 8163 | OA
Vegter G, Wintraecken M. 2020. Refutation of a claim made by Fejes Tóth on the accuracy of surface meshes. Studia Scientiarum Mathematicarum Hungarica. 57(2), 193–199.
[Published Version] View | Files available | DOI | WoS
 
2020 | Journal Article | IST-REx-ID: 8671 | OA
Shakiba A, Goharshady AK, Hooshmandasl MR, Alambardar Meybodi M. 2020. A note on belief structures and s-approximation spaces. Iranian Journal of Mathematical Sciences and Informatics. 15(2), 117–128.
[Submitted Version] View | Files available | DOI | arXiv
 
2020 | Journal Article | IST-REx-ID: 6359 | OA
Dareiotis K, Gerencser M. 2020. On the regularisation of the noise for the Euler-Maruyama scheme with irregular drift. Electronic Journal of Probability. 25, 82.
[Published Version] View | Files available | DOI | WoS | arXiv
 
2020 | Thesis | IST-REx-ID: 8390 | OA
Royer A. 2020. Leveraging structure in Computer Vision tasks for flexible Deep Learning models. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 
2020 | Conference Paper | IST-REx-ID: 8186 | OA
Henderson PM, Tsiminaki V, Lampert C. 2020. Leveraging 2D data to learn textured 3D mesh generation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. CVPR: Conference on Computer Vision and Pattern Recognition, 7498–7507.
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.) | arXiv
 
2020 | Journal Article | IST-REx-ID: 7416 | OA
Sinclair SA, Krämer U. 2020. Generation of effective zinc-deficient agar-solidified media allows identification of root morphology changes in response to zinc limitation. Plant Signaling & Behavior. 15(1), 1687175.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS | PubMed | Europe PMC
 
2020 | Journal Article | IST-REx-ID: 9196
Hensel S, Rosati T. 2020. Modelled distributions of Triebel–Lizorkin type. Studia Mathematica. 252(3), 251–297.
[Preprint] View | DOI | WoS | arXiv
 
2020 | Journal Article | IST-REx-ID: 7464 | OA
Dick RA, Xu C, Morado DR, Kravchuk V, Ricana CL, Lyddon TD, Broad AM, Feathers JR, Johnson MC, Vogt VM, Perilla JR, Briggs JAG, Schur FK. 2020. Structures of immature EIAV Gag lattices reveal a conserved role for IP6 in lentivirus assembly. PLOS Pathogens. 16(1), e1008277.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2020 | Journal Article | IST-REx-ID: 7212 | OA
Tkadlec J, Pavlogiannis A, Chatterjee K, Nowak MA. 2020. Limits on amplifiers of natural selection under death-Birth updating. PLoS computational biology. 16, e1007494.
[Published Version] View | Files available | DOI | WoS | arXiv
 
2020 | Thesis | IST-REx-ID: 7196 | OA
Tkadlec J. 2020. A role of graphs in evolutionary processes. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 
2020 | Conference Paper | IST-REx-ID: 9198 | OA
Shevchenko A, Mondelli M. 2020. Landscape connectivity and dropout stability of SGD solutions for over-parameterized neural networks. Proceedings of the 37th International Conference on Machine Learning. vol. 119, 8773–8784.
[Published Version] View | Files available | arXiv
 
2020 | Journal Article | IST-REx-ID: 9157 | OA
Akopyan A, Edelsbrunner H. 2020. The weighted mean curvature derivative of a space-filling diagram. Computational and Mathematical Biophysics. 8(1), 51–67.
[Published Version] View | Files available | DOI
 
2020 | Journal Article | IST-REx-ID: 9156 | OA
Akopyan A, Edelsbrunner H. 2020. The weighted Gaussian curvature derivative of a space-filling diagram. Computational and Mathematical Biophysics. 8(1), 74–88.
[Published Version] View | Files available | DOI | arXiv
 
2020 | Journal Article | IST-REx-ID: 8973 | OA
Redig F, Saada E, Sau F. 2020. Symmetric simple exclusion process in dynamic environment: Hydrodynamics. Electronic Journal of Probability. 25, 138.
[Published Version] View | Files available | DOI | WoS | arXiv
 
2020 | Journal Article | IST-REx-ID: 179 | OA
Browning TD, Heath Brown R. 2020. Density of rational points on a quadric bundle in ℙ3×ℙ3. Duke Mathematical Journal. 169(16), 3099–3165.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 
2020 | Research Data Reference | IST-REx-ID: 9814 | OA
Ibsen-Jensen R, Tkadlec J, Chatterjee K, Nowak M. 2020. Data and mathematica notebooks for plotting figures from language learning with communication between learners from language acquisition with communication between learners, Royal Society, 10.6084/m9.figshare.5973013.v1.
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 
2020 | Journal Article | IST-REx-ID: 8285 | OA
Malia BK, Martínez-Rincón J, Wu Y, Hosten O, Kasevich MA. 2020. Free space Ramsey spectroscopy in rubidium with noise below the quantum projection limit. Physical Review Letters. 125(4), 043202.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | PubMed | Europe PMC | arXiv
 
2020 | Conference Paper | IST-REx-ID: 10328
Lambert NJ, Mobassem S, Rueda Sanchez AR, Schwefel HGL. 2020. New designs and noise channels in electro-optic microwave to optical up-conversion. OSA Quantum 2.0 Conference. OSA: Optical Society of America, OSA Technical Digest, , QTu8A.1.
View | DOI
 
2020 | Conference Paper | IST-REx-ID: 9633 | OA
Confavreux BJ, Zenke F, Agnes EJ, Lillicrap T, Vogels TP. 2020. A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network. Advances in Neural Information Processing Systems. NeurIPS: Conference on Neural Information Processing Systems vol. 33, 16398–16408.
[Published Version] View | Files available | Download Published Version (ext.)
 
2020 | Journal Article | IST-REx-ID: 8943 | OA
Tan S, Di Donato M, Glanc M, Zhang X, Klíma P, Liu J, Bailly A, Ferro N, Petrášek J, Geisler M, Friml J. 2020. Non-steroidal anti-inflammatory drugs target TWISTED DWARF1-regulated actin dynamics and auxin transport-mediated plant development. Cell Reports. 33(9), 108463.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2020 | Journal Article | IST-REx-ID: 7932 | OA
Xu D, Varshney A, Ma X, Song B, Riedl M, Avila M, Hof B. 2020. Nonlinear hydrodynamic instability and turbulence in pulsatile flow. Proceedings of the National Academy of Sciences of the United States of America. 117(21), 11233–11239.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 
2020 | Journal Article | IST-REx-ID: 14694 | OA
Alt J, Erdös L, Krüger TH. 2020. The Dyson equation with linear self-energy: Spectral bands, edges and cusps. Documenta Mathematica. 25, 1421–1539.
[Published Version] View | Files available | DOI | arXiv
 
2020 | Thesis | IST-REx-ID: 8156 | OA
Avvakumov S. 2020. Topological methods in geometry and discrete mathematics. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 
2020 | Journal Article | IST-REx-ID: 14891 | OA
Lewin M, Lieb EH, Seiringer R. 2020. The local density approximation in density functional theory. Pure and Applied Analysis. 2(1), 35–73.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2020 | Journal Article | IST-REx-ID: 8914 | OA
Salamatina A, Yang JH, Brenner-Morton S, Bikoff JB, Fang L, Kintner CR, Jessell TM, Sweeney LB. 2020. Differential loss of spinal interneurons in a mouse model of ALS. Neuroscience. 450, 81–95.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2020 | Research Data | IST-REx-ID: 8834 | OA
Katsaros G. 2020. Enhancement of proximity induced superconductivity in planar Germanium, Institute of Science and Technology Austria, 10.15479/AT:ISTA:8834.
[Published Version] View | Files available | DOI
 
2020 | Research Data | IST-REx-ID: 8097 | OA
Kavcic B. 2020. Analysis scripts and research data for the paper ‘Mechanisms of drug interactions between translation-inhibiting antibiotics’, Institute of Science and Technology Austria, 10.15479/AT:ISTA:8097.
[Published Version] View | Files available | DOI
 
2020 | Research Data | IST-REx-ID: 8254 | OA
Arathoon LS. 2020. Estimating inbreeding and its effects in a long-term study of snapdragons (Antirrhinum majus), Institute of Science and Technology Austria, 10.15479/AT:ISTA:8254.
[Published Version] View | Files available | DOI
 

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