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Tristan Deleu
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Year
A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms
Y Bengio, T Deleu, N Rahaman, R Ke, S Lachapelle, O Bilaniuk, A Goyal, ...
International Conference on Learning Representations (ICLR 2020), 2019
2492019
Gradient-Based Neural DAG Learning
S Lachapelle, P Brouillard, T Deleu, S Lacoste-Julien
International Conference on Learning Representations (ICLR 2020), 2019
1112019
Torchmeta: A meta-learning library for pytorch
T Deleu, T Würfl, M Samiei, JP Cohen, Y Bengio
arXiv preprint arXiv:1909.06576, 2019
362019
Covi white paper
H Alsdurf, E Belliveau, Y Bengio, T Deleu, P Gupta, D Ippolito, R Janda, ...
arXiv preprint arXiv:2005.08502, 2020
332020
Torchmeta: A Meta-Learning library for PyTorch, 2019
T Deleu, T Würfl, M Samiei, JP Cohen, Y Bengio
URL https://arxiv. org/abs/1909.06576. Available at: https://github. com …, 1909
271909
Gflownet foundations
Y Bengio, T Deleu, EJ Hu, S Lahlou, M Tiwari, E Bengio
arXiv preprint arXiv:2111.09266, 2021
202021
The effects of negative adaptation in model-agnostic meta-learning
T Deleu, Y Bengio
arXiv preprint arXiv:1812.02159, 2018
172018
Predicting infectiousness for proactive contact tracing
Y Bengio, P Gupta, T Maharaj, N Rahaman, M Weiss, T Deleu, E Muller, ...
arXiv preprint arXiv:2010.12536, 2020
142020
Curriculum in gradient-based meta-reinforcement learning
B Mehta, T Deleu, SC Raparthy, CJ Pal, L Paull
arXiv preprint arXiv:2002.07956, 2020
112020
Bayesian Structure Learning with Generative Flow Networks
T Deleu, A Góis, C Emezue, M Rankawat, S Lacoste-Julien, S Bauer, ...
arXiv preprint arXiv:2202.13903, 2022
102022
Structured sparsity inducing adaptive optimizers for deep learning
T Deleu, Y Bengio
arXiv preprint arXiv:2102.03869, 2021
72021
Learning operations on a stack with Neural Turing Machines
T Deleu, J Dureau
arXiv preprint arXiv:1612.00827, 2016
72016
COVI-AgentSim: an agent-based model for evaluating methods of digital contact tracing
P Gupta, T Maharaj, M Weiss, N Rahaman, H Alsdurf, A Sharma, ...
arXiv preprint arXiv:2010.16004, 2020
62020
COVI White Paper-Version 1.0
H Alsdurf, Y Bengio, T Deleu, P Gupta, D Ippolito, R Janda, M Jarvie, ...
arXiv preprint arXiv:2005.08502, 2020
52020
Model-Agnostic Meta-Learning for Reinforcement Learning in PyTorch
T Deleu
52018
A meta-transfer objective for learning to disentangle causal mechanisms (2019)
Y Bengio, T Deleu, N Rahaman, R Ke, S Lachapelle, O Bilaniuk, A Goyal, ...
arXiv preprint arXiv:1901.10912, 1901
51901
Model-Agnostic Meta-Learning for Reinforcement Learning in PyTorch, 2018
T Deleu
5
The tcga meta-dataset clinical benchmark
M Samiei, T Würfl, T Deleu, M Weiss, F Dutil, T Fevens, G Boucher, ...
arXiv preprint arXiv:1910.08636, 2019
42019
Learning powerful policies by using consistent dynamics model
S Sodhani, A Goyal, T Deleu, Y Bengio, S Levine, J Tang
arXiv preprint arXiv:1906.04355, 2019
42019
Oríon: Experiment version control for efficient hyperparameter optimization
C Tsirigotis, X Bouthillier, F Corneau-Tremblay, P Henderson, R Askari, ...
42018
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