| 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 | 14 | 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 | 6 | 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 | 4 | 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 | 2 | 2023 |
| 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 |
| 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 | | 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 |
| Expressivity of Neural Networks with Fixed Weights and Learned Biases E Williams, AHW Ryoo, T Jiralerspong, A Payeur, MG Perich, ... High-dimensional Learning Dynamics 2024: The Emergence of Structure and …, 0 | | |
| Modelling the Evolution of Arctic Sea Ice Extent XY Fan*, T Jiralerspong*, KY Zhu*, C Genest, B Nasri | | |
Sumana BasuMcGill UniversityVerified email at mail.mcgill.ca
