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5046 Publications

2019 | Conference Paper | IST-REx-ID: 14189 | OA
Gresele, Luigi, et al. “The Incomplete Rosetta Stone Problem: Identifiability Results for Multi-View Nonlinear ICA.” Proceedings of the 35th Conference on Uncertainty in Artificial  Intelligence, vol. 115, ML Research Press, 2019, pp. 217–27.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Conference Paper | IST-REx-ID: 14197 | OA
Locatello, Francesco, et al. “On the Fairness of Disentangled Representations.” Advances in Neural Information Processing Systems, vol. 32, 2019, pp. 14611–14624.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Conference Paper | IST-REx-ID: 14191 | OA
Locatello, Francesco, et al. “Stochastic Frank-Wolfe for Composite Convex Minimization.” Advances in Neural Information Processing Systems, vol. 32, 2019, pp. 14291–14301.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Conference Paper | IST-REx-ID: 14193 | OA
Steenkiste, Sjoerd van, et al. “Are Disentangled Representations Helpful for Abstract Visual Reasoning?” Advances in Neural Information Processing Systems, vol. 32, 2019.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Conference Paper | IST-REx-ID: 14200 | OA
Locatello, Francesco, et al. “Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations.” Proceedings of the 36th International Conference on Machine Learning, vol. 97, ML Research Press, 2019, pp. 4114–24.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Journal Article | IST-REx-ID: 5817 | OA
Kavcic, Bor, et al. “Limiting Shapes of Confined Lipid Vesicles.” Soft Matter, vol. 15, no. 4, Royal Society of Chemistry, 2019, pp. 602–14, doi:10.1039/c8sm01956h.
[Submitted Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2019 | Journal Article | IST-REx-ID: 73 | OA
Erbar, Matthias, et al. “On the Geometry of Geodesics in Discrete Optimal Transport.” Calculus of Variations and Partial Differential Equations, vol. 58, no. 1, 19, Springer, 2019, doi:10.1007/s00526-018-1456-1.
[Published Version] View | Files available | DOI | WoS | arXiv
 
2019 | Conference Paper | IST-REx-ID: 14190 | OA
Gondal, Muhammad Waleed, et al. “On the Transfer of Inductive Bias from Simulation to the Real World: A New Disentanglement Dataset.” Advances in Neural Information Processing Systems, vol. 32, 2019.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2019 | Journal Article | IST-REx-ID: 6982 | OA
Akitaya, Hugo, et al. “Recognizing Weak Embeddings of Graphs.” ACM Transactions on Algorithms, vol. 15, no. 4, 50, ACM, 2019, doi:10.1145/3344549.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2019 | Thesis | IST-REx-ID: 6894 | OA
Giacobbe, Mirco. Automatic Time-Unbounded Reachability Analysis of Hybrid Systems. Institute of Science and Technology Austria, 2019, doi:10.15479/AT:ISTA:6894.
[Published Version] View | Files available | DOI
 

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