Diet networks: thin parameters for fat genomics A Romero, PL Carrier, A Erraqabi, T Sylvain, A Auvolat, E Dejoie, ...
arXiv preprint arXiv:1611.09340, 2016
83 2016 Trading off rewards and errors in multi-armed bandits A Erraqabi, A Lazaric, M Valko, E Brunskill, YE Liu
Artificial Intelligence and Statistics, 709-717, 2017
32 2017 Image segmentation by iterative inference from conditional score estimation A Romero, M Drozdzal, A Erraqabi, S Jégou, Y Bengio
arXiv preprint arXiv:1705.07450, 2017
15 2017 Controlled sparsity via constrained optimization or: How i learned to stop tuning penalties and love constraints J Gallego-Posada, J Ramirez, A Erraqabi, Y Bengio, S Lacoste-Julien
Advances in Neural Information Processing Systems 35, 1253-1266, 2022
14 2022 Exploration-driven representation learning in reinforcement learning A Erraqabi, H Zhao, MC Machado, Y Bengio, S Sukhbaatar, L Denoyer, ...
ICML 2021 Workshop on Unsupervised Reinforcement Learning, 2021
12 2021 A3t: Adversarially augmented adversarial training A Erraqabi, A Baratin, Y Bengio, S Lacoste-Julien
arXiv preprint arXiv:1801.04055, 2018
12 2018 Pliable rejection sampling A Erraqabi, M Valko, A Carpentier, O Maillard
International Conference on Machine Learning, 2121-2129, 2016
9 2016 Temporal abstractions-augmented temporally contrastive learning: An alternative to the Laplacian in RL A Erraqabi, MC Machado, M Zhao, S Sukhbaatar, A Lazaric, D Ludovic, ...
Uncertainty in Artificial Intelligence, 641-651, 2022
6 2022 On random weights for texture generation in one layer CNNS M Mongia, K Kumar, A Erraqabi, Y Bengio
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
6 2017 On random weights for texture generation in one layer neural networks M Mongia, K Kumar, A Erraqabi, Y Bengio
arXiv preprint arXiv:1612.06070, 2016
5 2016 Flexible Learning of Sparse Neural Networks via Constrained J Gallego-Posada, J Ramirez, A Erraqabi
NeurIPS 2021 Workshop LatinX in AI, 2021
2 2021 Rewards and errors in multi-arm bandits for interactive education A Erraqabi, A Lazaric, M Valko, E Brunskill, YE Liu
Challenges in Machine Learning: Gaming and Education workshop at Neural …, 2016
1 2016 Combining adaptive algorithms and hypergradient method: a performance and robustness study A Erraqabi, N Le Roux
