Akram Erraqabi

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 12

Top Topics

Interval Analysis

Unconstrained Optimization

Temporal Abstractions

Texture Segmentation

Top Venues

Publications

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