Valentin Thomas
Valentin Thomas
PhD student, MILA, University of Montreal
Verified email at umontreal.ca
Title
Cited by
Cited by
Year
Independently Controllable Factors
V Thomas, J Pondard, E Bengio, M Sarfati, P Beaudoin, MJ Meurs, ...
arXiv preprint arXiv:1708.01289, 2017
662017
Disentangling the independently controllable factors of variation by interacting with the world
V Thomas, E Bengio, W Fedus, J Pondard, P Beaudoin, H Larochelle, ...
NIPS 2017 workshop on Learning Disentangled Representations: from …, 2018
382018
Independently Controllable Features
E Bengio, V Thomas, J Pineau, D Precup, Y Bengio
RLDM 2017, 2017
232017
Probabilistic Planning with Sequential Monte Carlo methods
A Piché, V Thomas, C Ibrahim, Y Bengio, C Pal
ICLR, https://openreview.net/forum?id=ByetGn0c, 2019
192019
Information matrices and generalization
V Thomas, F Pedregosa, B van Merriënboer, PA Mangazol, Y Bengio, ...
arXiv preprint arXiv:1906.07774, 2019
112019
Decoupling Backpropagation using Constrained Optimization Methods
A Gotmare, V Thomas, J Brea, M Jaggi
ICML 2018 workshop on Efficient Credit Assignment, 2018
62018
On the interplay between noise and curvature and its effect on optimization and generalization
V Thomas, F Pedregosa, B Merriënboer, PA Manzagol, Y Bengio, ...
International Conference on Artificial Intelligence and Statistics, 3503-3513, 2020
52020
Beyond variance reduction: Understanding the true impact of baselines on policy optimization
W Chung, V Thomas, MC Machado, NL Roux
arXiv preprint arXiv:2008.13773, 2020
12020
Planning with Latent Simulated Trajectories
A Piché1, V Thomas12, C Ibrahim, J Cornebise, C Pal
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