Erraqabi, Akram

7 publications

NeurIPS 2022 Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints Jose Gallego-Posada, Juan Ramirez, Akram Erraqabi, Yoshua Bengio, Simon Lacoste-Julien

UAI 2022 Temporal Abstractions-Augmented Temporally Contrastive Learning: An Alternative to the Laplacian in RL Akram Erraqabi, Marlos C. Machado, Mingde Zhao, Sainbayar Sukhbaatar, Alessandro Lazaric, Denoyer Ludovic, Yoshua Bengio

ICMLW 2021 Exploration-Driven Representation Learning in Reinforcement Learning Akram Erraqabi, Harry Zhao, Marlos C. Machado, Yoshua Bengio, Sainbayar Sukhbaatar, Ludovic Denoyer, Alessandro Lazaric

NeurIPSW 2021 Flexible Learning of Sparse Neural Networks via Constrained $l_0$ Regularization Jose Gallego-Posada, Juan Ramirez, Akram Erraqabi

ICLR 2017 Diet Networks: Thin Parameters for Fat Genomics Adriana Romero, Pierre Luc Carrier, Akram Erraqabi, Tristan Sylvain, Alex Auvolat, Etienne Dejoie, Marc-André Legault, Marie-Pierre Dubé, Julie G. Hussin, Yoshua Bengio

AISTATS 2017 Trading Off Rewards and Errors in Multi-Armed Bandits Akram Erraqabi, Alessandro Lazaric, Michal Valko, Emma Brunskill, Yun-En Liu

ICML 2016 Pliable Rejection Sampling Akram Erraqabi, Michal Valko, Alexandra Carpentier, Odalric Maillard