Akram Erraqabi

12 papers A* 2A 2Misc 1Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2022 A* conf
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints.
NeurIPS
Jose Gallego-Posada, Juan Ramirez, Akram Erraqabi, Yoshua Bengio, Simon Lacoste-Julien
2022 J jnl
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints.
CoRR
Jose Gallego-Posada, Juan Ramirez, Akram Erraqabi, Yoshua Bengio, Simon Lacoste-Julien
2022 J jnl
Temporal Abstractions-Augmented Temporally Contrastive Learning: An Alternative to the Laplacian in RL.
CoRR
Akram Erraqabi, Marlos C. Machado, Mingde Zhao, Sainbayar Sukhbaatar, Alessandro Lazaric, Ludovic Denoyer, Yoshua Bengio
2022 A conf
Temporal abstractions-augmented temporally contrastive learning: An alternative to the Laplacian in RL.
UAI
Akram Erraqabi, Marlos C. Machado, Mingde Zhao, Sainbayar Sukhbaatar, Alessandro Lazaric, Ludovic Denoyer, Yoshua Bengio
2018 J jnl
A3T: Adversarially Augmented Adversarial Training.
CoRR
Akram Erraqabi, Aristide Baratin, Yoshua Bengio, Simon Lacoste-Julien
2017 — conf
Diet Networks: Thin Parameters for Fat Genomics.
ICLR (Poster)
Adriana Romero, Pierre Luc Carrier, Akram Erraqabi, Tristan Sylvain, Alex Auvolat, Etienne Dejoie, Marc-André Legault, Marie-Pierre Dubé, Julie G. Hussin, Yoshua Bengio
2017 J jnl
Image Segmentation by Iterative Inference from Conditional Score Estimation.
CoRR
Adriana Romero, Michal Drozdzal, Akram Erraqabi, Simon Jégou, Yoshua Bengio
2017 Misc conf
On random weights for texture generation in one layer CNNS.
ICASSP
Mihir Mongia, Kundan Kumar, Akram Erraqabi, Yoshua Bengio
2017 A conf
Trading off Rewards and Errors in Multi-Armed Bandits.
AISTATS
Akram Erraqabi, Alessandro Lazaric, Michal Valko, Emma Brunskill, Yun-En Liu
2016 J jnl
Diet Networks: Thin Parameters for Fat Genomic.
CoRR
Adriana Romero, Pierre Luc Carrier, Akram Erraqabi, Tristan Sylvain, Alex Auvolat, Etienne Dejoie, Marc-André Legault, Marie-Pierre Dubé, Julie G. Hussin, Yoshua Bengio
2016 J jnl
On Random Weights for Texture Generation in One Layer Neural Networks.
CoRR
Mihir Mongia, Kundan Kumar, Akram Erraqabi, Yoshua Bengio
2016 A* conf
Pliable Rejection Sampling.
ICML
Akram Erraqabi, Michal Valko, Alexandra Carpentier, Odalric-Ambrym Maillard