| Towards safe mechanical ventilation treatment using deep offline reinforcement learning F Kondrup*, T Jiralerspong*, E Lau*, N de Lara, J Shkrob, MD Tran, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15696 …, 2023 | 25 | 2023 |
| Efficient Causal Graph Discovery Using Large Language Models T Jiralerspong, X Chen, Y More, V Shah, Y Bengio arXiv preprint arXiv:2402.01207, 2024 | 17 | 2024 |
| A Comparison of Classical and Deep Reinforcement Learning Methods for HVAC Control M Wang, J Willes, T Jiralerspong, M Moezzi The 20th IEEE International Conference on Ubiquitous Intelligence and …, 2023 | 7 | 2023 |
| Delta-AI: Local objectives for amortized inference in sparse graphical models JP Falet, HB Lee, N Malkin, C Sun, D Secrieru, T Jiralerspong, D Zhang, ... arXiv preprint arXiv:2310.02423, 2023 | 3 | 2023 |
| Expressivity of Neural Networks with Random Weights and Learned Biases E Williams, AHW Ryoo, T Jiralerspong, A Payeur, MG Perich, ... arXiv preprint arXiv:2407.00957, 2024 | 2 | 2024 |
| Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL C Sun, W Yang, T Jiralerspong, D Malenfant, B Alsbury-Nealy, Y Bengio, ... Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
| Personalization of Mechanical Ventilation Treatment using Deep Conservative Reinforcement Learning F Kondrup, T Jiralerspong, E Lau, N de Lara, J Shkrob, MD Tran, S Basu University of Tronto, 2021 | 1 | 2021 |
| General Causal Imputation via Synthetic Interventions M Jiralerspong, T Jiralerspong, V Shah, D Sridhar, G Gidel arXiv preprint arXiv:2410.20647, 2024 | | 2024 |
| A Complexity-Based Theory of Compositionality E Elmoznino, T Jiralerspong, Y Bengio, G Lajoie arXiv preprint arXiv:2410.14817, 2024 | | 2024 |
| Geometric Signatures of Compositionality Across a Language Model's Lifetime JH Lee, T Jiralerspong, L Yu, Y Bengio, E Cheng arXiv preprint arXiv:2410.01444, 2024 | | 2024 |
| Forecaster: Towards Temporally Abstract Tree-Search Planning from Pixels T Jiralerspong*, F Kondrup*, D Precup, K Khetarpal Thirty-seventh Conference on Neural Information Processing Systems …, 2023 | | 2023 |
| Network Analysis of the iNaturalist Citizen Science Community YL Liu*, T Jiralerspong* arXiv preprint arXiv:2310.10693, 2022 | | 2022 |
| Deep Conservative Reinforcement Learning for Personalization of Mechanical Ventilation Treatment F Kondrup*, T Jiralerspong*, E Lau*, N De Lara, J Shkrob, M Tran, ... | | 2022 |
| The Expressivity of Random Neural Networks with Learned Inputs E Williams, AHW Ryoo, T Jiralerspong, MG Perich, L Mazzucato, G Lajoie | | |
| Modelling the Evolution of Arctic Sea Ice Extent XY Fan*, T Jiralerspong*, KY Zhu*, C Genest, B Nasri | | |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
