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5046 Publications

2019 | Conference Paper | IST-REx-ID: 14189 | OA
Gresele, L., Rubenstein, P. K., Mehrjou, A., Locatello, F., & Schölkopf, B. (2019). The incomplete Rosetta Stone problem: Identifiability results for multi-view nonlinear ICA. In Proceedings of the 35th Conference on Uncertainty in Artificial  Intelligence (Vol. 115, pp. 217–227). Tel Aviv, Israel: ML Research Press.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Conference Paper | IST-REx-ID: 14197 | OA
Locatello, F., Abbati, G., Rainforth, T., Bauer, S., Schölkopf, B., & Bachem, O. (2019). On the fairness of disentangled representations. In Advances in Neural Information Processing Systems (Vol. 32, pp. 14611–14624). Vancouver, Canada.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Conference Paper | IST-REx-ID: 14191 | OA
Locatello, F., Yurtsever, A., Fercoq, O., & Cevher, V. (2019). Stochastic Frank-Wolfe for composite convex minimization. In Advances in Neural Information Processing Systems (Vol. 32, pp. 14291–14301). Vancouver, Canada.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Conference Paper | IST-REx-ID: 14193 | OA
Steenkiste, S. van, Locatello, F., Schmidhuber, J., & Bachem, O. (2019). Are disentangled representations helpful for abstract visual reasoning? In Advances in Neural Information Processing Systems (Vol. 32). Vancouver, Canada.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Conference Paper | IST-REx-ID: 14200 | OA
Locatello, F., Bauer, S., Lucic, M., Rätsch, G., Gelly, S., Schölkopf, B., & Bachem, O. (2019). Challenging common assumptions in the unsupervised learning of disentangled representations. In Proceedings of the 36th International Conference on Machine Learning (Vol. 97, pp. 4114–4124). Long Beach, CA, United States: ML Research Press.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Journal Article | IST-REx-ID: 5817 | OA
Kavcic, B., Sakashita, A., Noguchi, H., & Ziherl, P. (2019). Limiting shapes of confined lipid vesicles. Soft Matter. Royal Society of Chemistry. https://doi.org/10.1039/c8sm01956h
[Submitted Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2019 | Journal Article | IST-REx-ID: 73 | OA
Erbar, M., Maas, J., & Wirth, M. (2019). On the geometry of geodesics in discrete optimal transport. Calculus of Variations and Partial Differential Equations. Springer. https://doi.org/10.1007/s00526-018-1456-1
[Published Version] View | Files available | DOI | WoS | arXiv
 
2019 | Conference Paper | IST-REx-ID: 14190 | OA
Gondal, M. W., Wüthrich, M., Miladinović, Đ., Locatello, F., Breidt, M., Volchkov, V., … Bauer, S. (2019). On the transfer of inductive bias from simulation to the real world: a new disentanglement dataset. In Advances in Neural Information Processing Systems (Vol. 32). Vancouver, Canada.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Journal Article | IST-REx-ID: 6982 | OA
Akitaya, H., Fulek, R., & Tóth, C. (2019). Recognizing weak embeddings of graphs. ACM Transactions on Algorithms. ACM. https://doi.org/10.1145/3344549
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2019 | Thesis | IST-REx-ID: 6894 | OA
Giacobbe, M. (2019). Automatic time-unbounded reachability analysis of hybrid systems. Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:6894
[Published Version] View | Files available | DOI
 

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