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ORCIDThomas Jiralerspong
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2020 – today
- 2024
[i9]Thomas Jiralerspong, Xiaoyin Chen, Yash More, Vedant Shah, Yoshua Bengio:
Efficient Causal Graph Discovery Using Large Language Models. CoRR abs/2402.01207 (2024)- [i8]Ezekiel Williams, Avery Hee-Woon Ryoo, Thomas Jiralerspong, Alexandre Payeur, Matthew G. Perich, Luca Mazzucato, Guillaume Lajoie:
Expressivity of Neural Networks with Random Weights and Learned Biases. CoRR abs/2407.00957 (2024) - [i7]Jin Hwa Lee, Thomas Jiralerspong, Lei Yu, Yoshua Bengio, Emily Cheng:
Geometric Signatures of Compositionality Across a Language Model's Lifetime. CoRR abs/2410.01444 (2024) - [i6]Eric Elmoznino, Thomas Jiralerspong, Yoshua Bengio, Guillaume Lajoie:
A Complexity-Based Theory of Compositionality. CoRR abs/2410.14817 (2024) - [i5]Marco Jiralerspong, Thomas Jiralerspong, Vedant Shah, Dhanya Sridhar, Gauthier Gidel:
General Causal Imputation via Synthetic Interventions. CoRR abs/2410.20647 (2024) - 2023
- [c2]Flemming Kondrup, Thomas Jiralerspong, Elaine Lau, Nathan de Lara, Jacob Shkrob, My Duc Tran, Doina Precup, Sumana Basu:
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning. AAAI 2023: 15696-15702 - [c1]Chen Sun, Wannan Yang, Thomas Jiralerspong, Dane Malenfant, Benjamin Alsbury-Nealy, Yoshua Bengio, Blake A. Richards:
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL. NeurIPS 2023 - [i4]Marshall Wang, John Willes, Thomas Jiralerspong, Matin Moezzi:
A Comparison of Classical and Deep Reinforcement Learning Methods for HVAC Control. CoRR abs/2308.05711 (2023) - [i3]Thomas Jiralerspong, Flemming Kondrup, Doina Precup, Khimya Khetarpal:
Forecaster: Towards Temporally Abstract Tree-Search Planning from Pixels. CoRR abs/2310.09997 (2023) - [i2]Yu Lu Liu, Thomas Jiralerspong:
Network Analysis of the iNaturalist Citizen Science Community. CoRR abs/2310.10693 (2023) - 2022
- [i1]Flemming Kondrup, Thomas Jiralerspong, Elaine Lau, Nathan de Lara, Jacob Shkrob, My Duc Tran, Doina Precup, Sumana Basu:
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning. CoRR abs/2210.02552 (2022)
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