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547 Publications
2019 | Published | Conference Paper | IST-REx-ID: 14184 | 
Disentangling factors of variation using few labels
F. Locatello, M. Tschannen, S. Bauer, G. Rätsch, B. Schölkopf, O. Bachem, in:, 8th International Conference on Learning Representations, 2019.
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F. Locatello, M. Tschannen, S. Bauer, G. Rätsch, B. Schölkopf, O. Bachem, in:, 8th International Conference on Learning Representations, 2019.
2019 | Published | Conference Paper | IST-REx-ID: 14189 |
The incomplete Rosetta Stone problem: Identifiability results for multi-view nonlinear ICA
L. Gresele, P.K. Rubenstein, A. Mehrjou, F. Locatello, B. Schölkopf, in:, Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, ML Research Press, 2019, pp. 217–227.
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L. Gresele, P.K. Rubenstein, A. Mehrjou, F. Locatello, B. Schölkopf, in:, Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, ML Research Press, 2019, pp. 217–227.
2019 | Published | Conference Paper | IST-REx-ID: 14190 |
On the transfer of inductive bias from simulation to the real world: a new disentanglement dataset
M.W. Gondal, M. Wüthrich, Đ. Miladinović, F. Locatello, M. Breidt, V. Volchkov, J. Akpo, O. Bachem, B. Schölkopf, S. Bauer, in:, Advances in Neural Information Processing Systems, 2019.
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M.W. Gondal, M. Wüthrich, Đ. Miladinović, F. Locatello, M. Breidt, V. Volchkov, J. Akpo, O. Bachem, B. Schölkopf, S. Bauer, in:, Advances in Neural Information Processing Systems, 2019.
2019 | Published | Conference Paper | IST-REx-ID: 14191 |
Stochastic Frank-Wolfe for composite convex minimization
F. Locatello, A. Yurtsever, O. Fercoq, V. Cevher, in:, Advances in Neural Information Processing Systems, 2019, pp. 14291–14301.
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F. Locatello, A. Yurtsever, O. Fercoq, V. Cevher, in:, Advances in Neural Information Processing Systems, 2019, pp. 14291–14301.
2019 | Published | Conference Paper | IST-REx-ID: 14193 |
Are disentangled representations helpful for abstract visual reasoning?
S. van Steenkiste, F. Locatello, J. Schmidhuber, O. Bachem, in:, Advances in Neural Information Processing Systems, 2019.
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S. van Steenkiste, F. Locatello, J. Schmidhuber, O. Bachem, in:, Advances in Neural Information Processing Systems, 2019.
2019 | Published | Conference Paper | IST-REx-ID: 14197 |
On the fairness of disentangled representations
F. Locatello, G. Abbati, T. Rainforth, S. Bauer, B. Schölkopf, O. Bachem, in:, Advances in Neural Information Processing Systems, 2019, pp. 14611–14624.
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F. Locatello, G. Abbati, T. Rainforth, S. Bauer, B. Schölkopf, O. Bachem, in:, Advances in Neural Information Processing Systems, 2019, pp. 14611–14624.
2019 | Published | Conference Paper | IST-REx-ID: 14200 |
Challenging common assumptions in the unsupervised learning of disentangled representations
F. Locatello, S. Bauer, M. Lucic, G. Rätsch, S. Gelly, B. Schölkopf, O. Bachem, in:, Proceedings of the 36th International Conference on Machine Learning, ML Research Press, 2019, pp. 4114–4124.
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F. Locatello, S. Bauer, M. Lucic, G. Rätsch, S. Gelly, B. Schölkopf, O. Bachem, in:, Proceedings of the 36th International Conference on Machine Learning, ML Research Press, 2019, pp. 4114–4124.
2019 | Published | Journal Article | IST-REx-ID: 14299 |
Custom-size, functional, and durable DNA origami with design-specific scaffolds
E. FAS, F.M. Praetorius, C. Wachauf, G. Brüggenthies, F. Kohler, B. Kick, K. Kadletz, P. Pham, K. Behler, T. Gerling, H. Dietz, ACS Nano 13 (2019) 5015–5027.
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E. FAS, F.M. Praetorius, C. Wachauf, G. Brüggenthies, F. Kohler, B. Kick, K. Kadletz, P. Pham, K. Behler, T. Gerling, H. Dietz, ACS Nano 13 (2019) 5015–5027.
2019 | Published | Journal Article | IST-REx-ID: 151 |
Bi-Sobolev solutions to the prescribed Jacobian inequality in the plane with L p data and applications to nonlinear elasticity
J.L. Fischer, O. Kneuss, Journal of Differential Equations 266 (2019) 257–311.
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J.L. Fischer, O. Kneuss, Journal of Differential Equations 266 (2019) 257–311.
2019 | Published | Journal Article | IST-REx-ID: 170 |
Counting rational points on quartic del Pezzo surfaces with a rational conic
T.D. Browning, E. Sofos, Mathematische Annalen 373 (2019) 977–1016.
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T.D. Browning, E. Sofos, Mathematische Annalen 373 (2019) 977–1016.
2019 | Published | Journal Article | IST-REx-ID: 175 |
Sieving rational points on varieties
T.D. Browning, D. Loughran, Transactions of the American Mathematical Society 371 (2019) 5757–5785.
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T.D. Browning, D. Loughran, Transactions of the American Mathematical Society 371 (2019) 5757–5785.
2019 | Published | Journal Article | IST-REx-ID: 196 |
Harmonic dynamics of the Abelian sandpile
M. Lang, M. Shkolnikov, Proceedings of the National Academy of Sciences 116 (2019) 2821–2830.
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M. Lang, M. Shkolnikov, Proceedings of the National Academy of Sciences 116 (2019) 2821–2830.
2019 | Published | Conference Paper | IST-REx-ID: 9261
FlexMaps Pavilion: A twisted arc made of mesostructured flat flexible panels
F. Laccone, L. Malomo, J. Perez Rodriguez, N. Pietroni, F. Ponchio, B. Bickel, P. Cignoni, in:, IASS Symposium 2019 - 60th Anniversary Symposium of the International Association for Shell and Spatial Structures; Structural Membranes 2019 - 9th International Conference on Textile Composites and Inflatable Structures, FORM and FORCE, International Center for Numerical Methods in Engineering, 2019, pp. 509–515.
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F. Laccone, L. Malomo, J. Perez Rodriguez, N. Pietroni, F. Ponchio, B. Bickel, P. Cignoni, in:, IASS Symposium 2019 - 60th Anniversary Symposium of the International Association for Shell and Spatial Structures; Structural Membranes 2019 - 9th International Conference on Textile Composites and Inflatable Structures, FORM and FORCE, International Center for Numerical Methods in Engineering, 2019, pp. 509–515.
2019 | Published | Journal Article | IST-REx-ID: 9460 |
DNA demethylation by ROS1a in rice vegetative cells promotes methylation in sperm
M.Y. Kim, A. Ono, S. Scholten, T. Kinoshita, D. Zilberman, T. Okamoto, R.L. Fischer, Proceedings of the National Academy of Sciences 116 (2019) 9652–9657.
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M.Y. Kim, A. Ono, S. Scholten, T. Kinoshita, D. Zilberman, T. Okamoto, R.L. Fischer, Proceedings of the National Academy of Sciences 116 (2019) 9652–9657.
2019 | Published | Journal Article | IST-REx-ID: 9530 |
DNA methylation is maintained with high fidelity in the honey bee germline and exhibits global non-functional fluctuations during somatic development
K.D. Harris, J.P.B. Lloyd, K. Domb, D. Zilberman, A. Zemach, Epigenetics and Chromatin 12 (2019).
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K.D. Harris, J.P.B. Lloyd, K. Domb, D. Zilberman, A. Zemach, Epigenetics and Chromatin 12 (2019).
2019 | Published | Journal Article | IST-REx-ID: 9580 |
Hypergraph cuts above the average
D. Conlon, J. Fox, M.A. Kwan, B. Sudakov, Israel Journal of Mathematics 233 (2019) 67–111.
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D. Conlon, J. Fox, M.A. Kwan, B. Sudakov, Israel Journal of Mathematics 233 (2019) 67–111.
2019 | Published | Journal Article | IST-REx-ID: 9585 |
Proof of a conjecture on induced subgraphs of Ramsey graphs
M.A. Kwan, B. Sudakov, Transactions of the American Mathematical Society 372 (2019) 5571–5594.
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M.A. Kwan, B. Sudakov, Transactions of the American Mathematical Society 372 (2019) 5571–5594.
2019 | Published | Journal Article | IST-REx-ID: 9586 |
Anticoncentration for subgraph statistics
M.A. Kwan, B. Sudakov, T. Tran, Journal of the London Mathematical Society 99 (2019) 757–777.
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M.A. Kwan, B. Sudakov, T. Tran, Journal of the London Mathematical Society 99 (2019) 757–777.
2019 | Published | Journal Article | IST-REx-ID: 9677 |
i-PI 2.0: A universal force engine for advanced molecular simulations
Kapil V, Rossi M, Marsalek O, Petraglia R, Litman Y, Spura T, Cheng B, Cuzzocrea A, Meißner RH, Wilkins DM, Helfrecht BA, Juda P, Bienvenue SP, Fang W, Kessler J, Poltavsky I, Vandenbrande S, Wieme J, Corminboeuf C, Kühne TD, Manolopoulos DE, Markland TE, Richardson JO, Tkatchenko A, Tribello GA, Van Speybroeck V, Ceriotti M. 2019. i-PI 2.0: A universal force engine for advanced molecular simulations. Computer Physics Communications. 236, 214–223.
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Kapil V, Rossi M, Marsalek O, Petraglia R, Litman Y, Spura T, Cheng B, Cuzzocrea A, Meißner RH, Wilkins DM, Helfrecht BA, Juda P, Bienvenue SP, Fang W, Kessler J, Poltavsky I, Vandenbrande S, Wieme J, Corminboeuf C, Kühne TD, Manolopoulos DE, Markland TE, Richardson JO, Tkatchenko A, Tribello GA, Van Speybroeck V, Ceriotti M. 2019. i-PI 2.0: A universal force engine for advanced molecular simulations. Computer Physics Communications. 236, 214–223.
2019 | Published | Journal Article | IST-REx-ID: 9680 |
Iterative unbiasing of quasi-equilibrium sampling
F. Giberti, B. Cheng, G.A. Tribello, M. Ceriotti, Journal of Chemical Theory and Computation 16 (2019) 100–107.
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F. Giberti, B. Cheng, G.A. Tribello, M. Ceriotti, Journal of Chemical Theory and Computation 16 (2019) 100–107.