Massively Parallel Processing of Whole Genome Sequence Data: An In-Depth Performance Study. - Abhishek Roy 008; Yanlei Diao; Uday Evani; Avinash Abhyankar; Clinton Howarth; Rémi Le Priol; Toby Bloom (SIGMOD Conference, 2017)

Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields. - Rémi Le Priol; Alexandre Piché; Simon Lacoste-Julien (UAI, 2018)

Negative Momentum for Improved Game Dynamics. - Gauthier Gidel; Reyhane Askari Hemmat; Mohammad Pezeshki; Rémi Le Priol; Gabriel Huang; Simon Lacoste-Julien; Ioannis Mitliagkas (AISTATS, 2019)

Out-of-Distribution Generalization via Risk Extrapolation (REx). - David Krueger 001; Ethan Caballero; Jörn-Henrik Jacobsen; Amy Zhang 001; Jonathan Binas; Rémi Le Priol; Aaron C. Courville (CoRR, 2020)

An Analysis of the Adaptation Speed of Causal Models. - Rémi Le Priol; Reza Babanezhad 001; Yoshua Bengio; Simon Lacoste-Julien (AISTATS, 2021)

Out-of-Distribution Generalization via Risk Extrapolation (REx). - David Krueger 001; Ethan Caballero; Jörn-Henrik Jacobsen; Amy Zhang 001; Jonathan Binas; Dinghuai Zhang; Rémi Le Priol; Aaron C. Courville (ICML, 2021)

Discovering Latent Causal Variables via Mechanism Sparsity: A New Principle for Nonlinear ICA. - Sébastien Lachapelle; Pau Rodríguez López; Rémi Le Priol; Alexandre Lacoste; Simon Lacoste-Julien (CoRR, 2021)

Convergence Rates for the MAP of an Exponential Family and Stochastic Mirror Descent - an Open Problem. - Rémi Le Priol; Frederik Kunstner; Damien Scieur; Simon Lacoste-Julien (CoRR, 2021)

Disentanglement via Mechanism Sparsity Regularization: A New Principle for Nonlinear ICA. - Sébastien Lachapelle; Pau Rodríguez; Yash Sharma 001; Katie Everett; Rémi Le Priol; Alexandre Lacoste; Simon Lacoste-Julien (CLeaR, 2022)

Nonparametric Partial Disentanglement via Mechanism Sparsity: Sparse Actions, Interventions and Sparse Temporal Dependencies. - Sébastien Lachapelle; Pau Rodríguez López; Yash Sharma 001; Katie Everett; Rémi Le Priol; Alexandre Lacoste; Simon Lacoste-Julien (CoRR, 2024)