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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
 

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