| An Empirical Study of Example Forgetting during Deep Neural Network Learning M Toneva, A Sordoni, R Tachet des Combes, A Trischler, Y Bengio, ... International Conference on Learning Representations, 2019 | 675 | 2019 |
| On Learning Invariant Representation for Domain Adaptation H Zhao, R Tachet des Combes, K Zhang, GJ Gordon Proceedings of the 36th International Conference on Machine Learning (ICML), 2019 | 651 | 2019 |
| Revisiting street intersections using slot-based systems R Tachet, P Santi, S Sobolevsky, LI Reyes-Castro, E Frazzoli, D Helbing, ... PloS one 11 (3), e0149607, 2016 | 279 | 2016 |
| Safe Policy Improvement with Baseline Bootstrapping R Laroche, P Trichelair, R Tachet des Combes Proceedings of the 36th International Conference on Machine Learning (ICML), 2019 | 227 | 2019 |
| Scaling law of urban ride sharing R Tachet, O Sagarra, P Santi, G Resta, M Szell, SH Strogatz, C Ratti Scientific reports 7 (1), 1-6, 2017 | 205 | 2017 |
| Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift R Tachet des Combes, H Zhao, YX Wang, G Gordon arXiv preprint arXiv:2003.04475, 2020 | 180 | 2020 |
| Measuring the Carbon Intensity of AI in Cloud Instances J Dodge, T Prewitt, R Tachet Des Combes, E Odmark, R Schwartz, ... arXiv preprint arXiv:2206.05229, 2022 | 139 | 2022 |
| Adversarial score matching and improved sampling for image generation A Jolicoeur-Martineau, R Piché-Taillefer, I Mitliagkas, ... arXiv preprint arXiv:2009.05475, 2020 | 118 | 2020 |
| Deep Reinforcement and InfoMax Learning B Mazoure, R Tachet des Combes, T Doan, P Bachman, RD Hjelm arXiv preprint arXiv:2006.07217, 2020 | 115 | 2020 |
| Money on the move: Big data of bank card transactions as the new proxy for human mobility patterns and regional delineation. S Sobolevsky, I Sitko, R Tachet des Combes, B Hawelka, JM Arias, ... 2014 IEEE international congress on big data, 136-143, 2014 | 93 | 2014 |
| Estimating savings in parking demand using shared vehicles for home–work commuting D Kondor, H Zhang, R Tachet, P Santi, C Ratti IEEE Transactions on Intelligent Transportation Systems 20 (8), 2903-2912, 2018 | 87 | 2018 |
| Increasing Robustness to Spurious Correlations using Forgettable Examples Y Yaghoobzadeh, S Mehri, R Tachet des Combes, TJ Hazen, A Sordoni Proceedings of the 16th Conference of the European Chapter of the …, 2021 | 80* | 2021 |
| Counting to explore and generalize in text-based games X Yuan, MA Côté, A Sordoni, R Laroche, R Tachet des Combes, ... arXiv preprint arXiv:1806.11525, 2018 | 61 | 2018 |
| Cities through the prism of people’s spending behavior S Sobolevsky, I Sitko, R Tachet des Combes, B Hawelka, JM Arias, ... PloS one 11 (2), e0146291, 2016 | 58 | 2016 |
| A nonlinear partial integro-differential equation from mathematical finance F Abergel, R Tachet Discrete and Continuous Dynamical Systems-Series A 27 (3), 907-917, 2010 | 56 | 2010 |
| Population histories of the United States revealed through fine-scale migration and haplotype analysis CL Dai, MM Vazifeh, CH Yeang, R Tachet, RS Wells, MG Vilar, MJ Daly, ... The American Journal of Human Genetics 106 (3), 371-388, 2020 | 50 | 2020 |
| On the learning dynamics of deep neural networks R Tachet des Combes, M Pezeshki, S Shabanian, A Courville, Y Bengio arXiv preprint arXiv:1809.06848, 2018 | 40 | 2018 |
| Safe Policy Improvement with Soft Baseline Bootstrapping K Nadjahi, R Laroche, R Tachet des Combes arXiv preprint arXiv:1907.05079, 2019 | 37 | 2019 |
| Safe policy improvement with estimated baseline bootstrapping TD Simão, R Laroche, R Tachet des Combes Proceedings of the 19th International Conference on Autonomous Agents and …, 2020 | 33* | 2020 |
| Decomposed mutual information estimation for contrastive representation learning A Sordoni, N Dziri, H Schulz, G Gordon, P Bachman, ... International Conference on Machine Learning, 9859-9869, 2021 | 32 | 2021 |
Romain LarocheMicrosoft ResearchVerified email at polytechnique.org