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5157 Publications
2019 |Published| Conference Paper | IST-REx-ID: 14184 |
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F. Locatello, M. Tschannen, S. Bauer, G. Rätsch, B. Schölkopf, and O. Bachem, “Disentangling factors of variation using few labels,” in 8th International Conference on Learning Representations, Virtual, 2019.
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2019 |Published| Conference Paper | IST-REx-ID: 14189 |
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L. Gresele, P. K. Rubenstein, A. Mehrjou, F. Locatello, and B. Schölkopf, “The incomplete Rosetta Stone problem: Identifiability results for multi-view nonlinear ICA,” in Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, Tel Aviv, Israel, 2019, vol. 115, pp. 217–227.
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2019 |Published| Conference Paper | IST-REx-ID: 14197 |
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F. Locatello, G. Abbati, T. Rainforth, S. Bauer, B. Schölkopf, and O. Bachem, “On the fairness of disentangled representations,” in Advances in Neural Information Processing Systems, Vancouver, Canada, 2019, vol. 32, pp. 14611–14624.
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| arXiv
2019 |Published| Conference Paper | IST-REx-ID: 14191 |
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F. Locatello, A. Yurtsever, O. Fercoq, and V. Cevher, “Stochastic Frank-Wolfe for composite convex minimization,” in Advances in Neural Information Processing Systems, Vancouver, Canada, 2019, vol. 32, pp. 14291–14301.
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| arXiv
2019 |Published| Conference Paper | IST-REx-ID: 14193 |
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S. van Steenkiste, F. Locatello, J. Schmidhuber, and O. Bachem, “Are disentangled representations helpful for abstract visual reasoning?,” in Advances in Neural Information Processing Systems, Vancouver, Canada, 2019, vol. 32.
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| arXiv
2019 |Published| Conference Paper | IST-REx-ID: 14200 |
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F. Locatello et al., “Challenging common assumptions in the unsupervised learning of disentangled representations,” in Proceedings of the 36th International Conference on Machine Learning, Long Beach, CA, United States, 2019, vol. 97, pp. 4114–4124.
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| arXiv
2019 |Published| Journal Article | IST-REx-ID: 5817 |
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B. Kavcic, A. Sakashita, H. Noguchi, and P. Ziherl, “Limiting shapes of confined lipid vesicles,” Soft Matter, vol. 15, no. 4. Royal Society of Chemistry, pp. 602–614, 2019.
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| PubMed | Europe PMC
2019 |Published| Journal Article | IST-REx-ID: 73 |
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M. Erbar, J. Maas, and M. Wirth, “On the geometry of geodesics in discrete optimal transport,” Calculus of Variations and Partial Differential Equations, vol. 58, no. 1. Springer, 2019.
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| arXiv
2019 |Published| Conference Paper | IST-REx-ID: 14190 |
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M. W. Gondal et al., “On the transfer of inductive bias from simulation to the real world: a new disentanglement dataset,” in Advances in Neural Information Processing Systems, Vancouver, Canada, 2019, vol. 32.
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| arXiv
2019 |Published| Journal Article | IST-REx-ID: 6982 |
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H. Akitaya, R. Fulek, and C. Tóth, “Recognizing weak embeddings of graphs,” ACM Transactions on Algorithms, vol. 15, no. 4. ACM, 2019.
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| arXiv
2019 |Published| Thesis | IST-REx-ID: 6894 |
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M. Giacobbe, “Automatic time-unbounded reachability analysis of hybrid systems,” Institute of Science and Technology Austria, 2019.
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2019 | Research Data Reference | IST-REx-ID: 9805 |
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N. H. Barton, “Data from: The consequences of an introgression event.” Dryad, 2019.
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2019 |Published| Journal Article | IST-REx-ID: 8 |
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G. Trébuchet et al., “The Repo homeodomain transcription factor suppresses hematopoiesis in Drosophila and preserves the glial fate,” Journal of Neuroscience, vol. 39, no. 2. Society for Neuroscience, pp. 238–255, 2019.
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| PubMed | Europe PMC
2019 |Published| Journal Article | IST-REx-ID: 5 |
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I. V. Ganev, “The wonderful compactification for quantum groups,” Journal of the London Mathematical Society, vol. 99, no. 3. Wiley, pp. 778–806, 2019.
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2019 |Published| Thesis | IST-REx-ID: 7172 |
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M. K. Vasileva, “Molecular mechanisms of endomembrane trafficking in Arabidopsis thaliana,” Institute of Science and Technology Austria, 2019.
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2019 |Published| Thesis | IST-REx-ID: 6473 |
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S. A. Cepeda Humerez, “Estimating information flow in single cells,” Institute of Science and Technology Austria, 2019.
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2019 |Published| Thesis | IST-REx-ID: 6071 |
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R. Prizak, “Coevolution of transcription factors and their binding sites in sequence space,” Institute of Science and Technology Austria, 2019.
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2019 |Published| Journal Article | IST-REx-ID: 7436 |
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T. K. Srivastava, “On derived equivalences of k3 surfaces in positive characteristic,” Documenta Mathematica, vol. 24. EMS Press, pp. 1135–1177, 2019.
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| arXiv
2019 |Published| Journal Article | IST-REx-ID: 72 |
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P. Ferrari, P. Ghosal, and P. Nejjar, “Limit law of a second class particle in TASEP with non-random initial condition,” Annales de l’institut Henri Poincare (B) Probability and Statistics, vol. 55, no. 3. Institute of Mathematical Statistics, pp. 1203–1225, 2019.
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