| Gradient-based neural dag learning S Lachapelle, P Brouillard, T Deleu, S Lacoste-Julien arXiv preprint arXiv:1906.02226, 2019 | 282 | 2019 |
| Differentiable causal discovery from interventional data P Brouillard, S Lachapelle, A Lacoste, S Lacoste-Julien, A Drouin Advances in Neural Information Processing Systems 33, 21865-21877, 2020 | 207 | 2020 |
| Limited benefits of heterogeneous dual-task training on transfer effects in older adults M Lussier, P Brouillard, L Bherer Journals of Gerontology Series B: Psychological Sciences and Social Sciences …, 2017 | 38 | 2017 |
| Inter-individual predictors of pain inhibition during performance of a competing cognitive task V Tabry, TA Vogel, M Lussier, P Brouillard, J Buhle, P Rainville, L Bherer, ... Scientific reports 10 (1), 21785, 2020 | 21 | 2020 |
| Typing assumptions improve identification in causal discovery P Brouillard, P Taslakian, A Lacoste, S Lachapelle, A Drouin Conference on Causal Learning and Reasoning, 162-177, 2022 | 19 | 2022 |
| Climateset: A large-scale climate model dataset for machine learning J Kaltenborn, C Lange, V Ramesh, P Brouillard, Y Gurwicz, C Nagda, ... Advances in Neural Information Processing Systems 36, 21757-21792, 2023 | 17 | 2023 |
| Two types of human TCR differentially regulate reactivity to self and non-self antigens A Trofimov, P Brouillard, JD Larouche, J Séguin, JP Laverdure, A Brasey, ... Iscience 25 (9), 2022 | 10 | 2022 |
| Towards causal representations of climate model data J Boussard, C Nagda, J Kaltenborn, CEE Lange, P Brouillard, Y Gurwicz, ... arXiv preprint arXiv:2312.02858, 2023 | 5 | 2023 |
| Apprentissage de modèles causaux par réseaux de neurones artificiels P Brouillard | 2 | 2021 |
| The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications P Brouillard, C Squires, J Wahl, KP Kording, K Sachs, A Drouin, D Sridhar arXiv preprint arXiv:2412.01953, 2024 | 1 | 2024 |
| Investigation of an assessment tool on a tablet for divided attention in an elderly population: Preliminary data M Lussier, P Brouillard, A Esmail, L Bherer Non-Pharmacological Therapies in Dementia 3 (2), 173, 2017 | 1* | 2017 |
| Causal Representation Learning in Temporal Data via Single-Parent Decoding P Brouillard, S Lachapelle, J Kaltenborn, Y Gurwicz, D Sridhar, A Drouin, ... arXiv preprint arXiv:2410.07013, 2024 | | 2024 |
| Using Typed Data for Causal Fault Discovery in Networks A Drouin, A Lacoste, P Taslakian, P Brouillard, S Lachapelle US Patent App. 17/466,376, 2023 | | 2023 |
| Gradient-based Neural DAG Learning with Interventions P Brouillard, A Drouin, S Lachapelle, A Lacoste, S Lacoste-Julien | | |
Sébastien LachapellePhD Student, Mila, Université de Montréalبريد إلكتروني تم التحقق منه على umontreal.ca