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5270 Publications
2020 |Published| Journal Article | IST-REx-ID: 8644 |
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W. Rzadkowski, N. Defenu, S. Chiacchiera, A. Trombettoni, and G. Bighin, “Detecting composite orders in layered models via machine learning,” New Journal of Physics, vol. 22, no. 9. IOP Publishing, 2020.
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2020 |Published| Journal Article | IST-REx-ID: 8705 |
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K. Mysliwy and R. Seiringer, “Microscopic derivation of the Fröhlich Hamiltonian for the Bose polaron in the mean-field limit,” Annales Henri Poincare, vol. 21, no. 12. Springer Nature, pp. 4003–4025, 2020.
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| arXiv
2020 |Published| Journal Article | IST-REx-ID: 10861
D. Nickovic, O. Lebeltel, O. Maler, T. Ferrere, and D. Ulus, “AMT 2.0: Qualitative and quantitative trace analysis with extended signal temporal logic,” International Journal on Software Tools for Technology Transfer, vol. 22, no. 6. Springer Nature, pp. 741–758, 2020.
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2020 |Published| Journal Article | IST-REx-ID: 14125 |
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Stark SG et al. 2020. SCIM: Universal single-cell matching with unpaired feature sets. Bioinformatics. 36(Supplement_2), i919–i927.
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| PubMed | Europe PMC
2020 |Published| Conference Paper | IST-REx-ID: 14186 |
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F. Locatello et al., “A commentary on the unsupervised learning of disentangled representations,” in The 34th AAAI Conference on Artificial Intelligence, New York, NY, United States, 2020, vol. 34, no. 9, pp. 13681–13684.
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2020 |Published| Conference Paper | IST-REx-ID: 14188 |
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F. Locatello, B. Poole, G. Rätsch, B. Schölkopf, O. Bachem, and M. Tschannen, “Weakly-supervised disentanglement without compromises,” in Proceedings of the 37th International Conference on Machine Learning, Virtual, 2020, vol. 119, pp. 6348–6359.
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2020 |Published| Conference Paper | IST-REx-ID: 14187 |
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G. Négiar et al., “Stochastic Frank-Wolfe for constrained finite-sum minimization,” in Proceedings of the 37th International Conference on Machine Learning, Virtual, 2020, vol. 119, pp. 7253–7262.
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| arXiv
2020 |Published| Journal Article | IST-REx-ID: 14195 |
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F. Locatello et al., “A sober look at the unsupervised learning of disentangled representations and their evaluation,” Journal of Machine Learning Research, vol. 21. MIT Press, 2020.
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2020 |Published| Journal Article | IST-REx-ID: 7569 |
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R. Grah and T. Friedlander, “The relation between crosstalk and gene regulation form revisited,” PLOS Computational Biology, vol. 16, no. 2. Public Library of Science, 2020.
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2020 |Submitted| Preprint | IST-REx-ID: 8813 |
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L. Santini et al., “Novel imprints in mouse blastocysts are predominantly DNA methylation independent,” bioRxiv. Cold Spring Harbor Laboratory.
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| PubMed | Europe PMC
2020 | Research Data Reference | IST-REx-ID: 9777 |
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R. Grah and T. Friedlander, “Maximizing crosstalk.” Public Library of Science, 2020.
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2020 |Published| Thesis | IST-REx-ID: 8332 |
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B. Kragl, “Verifying concurrent programs: Refinement, synchronization, sequentialization,” Institute of Science and Technology Austria, 2020.
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2020 |Published| Conference Paper | IST-REx-ID: 14326 |
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F. Locatello et al., “Object-centric learning with slot attention,” in Advances in Neural Information Processing Systems, Virtual, 2020, vol. 33, pp. 11525–11538.
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| arXiv
2020 |Published| Journal Article | IST-REx-ID: 71 |
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P. Gladbach, E. Kopfer, and J. Maas, “Scaling limits of discrete optimal transport,” SIAM Journal on Mathematical Analysis, vol. 52, no. 3. Society for Industrial and Applied Mathematics, pp. 2759–2802, 2020.
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| arXiv
2020 |Published| Journal Article | IST-REx-ID: 5681 |
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I. Hikaru, C. Wojtan, N. Thuerey, T. Igarashi, and R. Ando, “Simulating liquids on dynamically warping grids,” IEEE Transactions on Visualization and Computer Graphics, vol. 26, no. 6. IEEE, pp. 2288–2302, 2020.
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| PubMed | Europe PMC
2020 |Published| Thesis | IST-REx-ID: 8958 |
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X. Li, “Rotation of coupled cold molecules in the presence of a many-body environment,” Institute of Science and Technology Austria, 2020.
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2020 |Published| Thesis | IST-REx-ID: 8386 |
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R. Zhang, “Structure-aware computational design and its application to 3D printable volume scattering, mechanism, and multistability,” Institute of Science and Technology Austria, 2020.
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2020 |Published| Thesis | IST-REx-ID: 7996 |
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J. Kukucka, “Implementation of a hole spin qubit in Ge hut wires and dispersive spin sensing,” Institute of Science and Technology Austria, 2020.
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2020 |Published| Conference Paper | IST-REx-ID: 8272 |
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K. Chatterjee, J. P. Katoen, M. Weininger, and T. Winkler, “Stochastic games with lexicographic reachability-safety objectives,” in International Conference on Computer Aided Verification, 2020, vol. 12225, pp. 398–420.
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| arXiv
2020 |Published| Book Chapter | IST-REx-ID: 7572 |
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P. R. Dos Santos Caldas, P. Radler, C. M. Sommer, and M. Loose, “Computational analysis of filament polymerization dynamics in cytoskeletal networks,” in Methods in Cell Biology, vol. 158, P. Tran, Ed. Elsevier, 2020, pp. 145–161.
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