Out-of-distribution generalization via risk extrapolation (rex) D Krueger, E Caballero, JH Jacobsen, A Zhang, J Binas, D Zhang, ... International conference on machine learning, 5815-5826, 2021 | 811 | 2021 |
Negative momentum for improved game dynamics G Gidel, RA Hemmat, M Pezeshki, R Le Priol, G Huang, S Lacoste-Julien, ... The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 195 | 2019 |
Disentanglement via mechanism sparsity regularization: A new principle for nonlinear ICA S Lachapelle, P Rodriguez, Y Sharma, KE Everett, R Le Priol, A Lacoste, ... Conference on Causal Learning and Reasoning, 428-484, 2022 | 111 | 2022 |
An analysis of the adaptation speed of causal models R Le Priol, R Babanezhad, Y Bengio, S Lacoste-Julien International Conference on Artificial Intelligence and Statistics, 775-783, 2021 | 16 | 2021 |
Massively parallel processing of whole genome sequence data: an in-depth performance study A Roy, Y Diao, U Evani, A Abhyankar, C Howarth, R Le Priol, T Bloom Proceedings of the 2017 ACM International Conference on Management of Data …, 2017 | 16 | 2017 |
Nonparametric partial disentanglement via mechanism sparsity: Sparse actions, interventions and sparse temporal dependencies S Lachapelle, PR López, Y Sharma, K Everett, RL Priol, A Lacoste, ... arXiv preprint arXiv:2401.04890, 2024 | 6 | 2024 |
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields. R Le Priol, A Piché, S Lacoste-Julien UAI, 815-824, 2018 | 6 | 2018 |
Convergence Rates for the MAP of an Exponential Family and Stochastic Mirror Descent--an Open Problem RL Priol, F Kunstner, D Scieur, S Lacoste-Julien arXiv preprint arXiv:2111.06826, 2021 | 2 | 2021 |
Optimization tools for non-asymptotic statistics in exponential families R Le Priol | | 2022 |
Discovering Latent Causal Variables via Mechanism Sparsity: A New Principle for Nonlinear ICA S Lachapelle, PR López, RL Priol, A Lacoste, S Lacoste-Julien arXiv preprint arXiv:2107.10098, 2021 | | 2021 |