Akram Erraqabi

According to our database, Akram Erraqabi authored at least 10 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Ludovic Denoyer, Yoshua Bengio

Proceedings of the Uncertainty in Artificial Intelligence, 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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2018

A3T: Adversarially Augmented Adversarial Training.

Akram Erraqabi, Aristide Baratin, Yoshua Bengio, Simon Lacoste-Julien

CoRR, 2018

2017

Image Segmentation by Iterative Inference from Conditional Score Estimation.

Adriana Romero, Michal Drozdzal, Akram Erraqabi, Simon Jégou, Yoshua Bengio

CoRR, 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

Proceedings of the 5th International Conference on Learning Representations, 2017

On random weights for texture generation in one layer CNNS.

Mihir Mongia, Kundan Kumar, Akram Erraqabi, Yoshua Bengio

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Trading off Rewards and Errors in Multi-Armed Bandits.

Akram Erraqabi, Alessandro Lazaric, Michal Valko, Emma Brunskill, Yun-En Liu

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Diet Networks: Thin Parameters for Fat Genomic.

Adriana Romero, Pierre Luc Carrier, Akram Erraqabi, Tristan Sylvain, Alex Auvolat, Etienne Dejoie, Marc-André Legault, Marie-Pierre Dubé, Julie G. Hussin, Yoshua Bengio

CoRR, 2016

On Random Weights for Texture Generation in One Layer Neural Networks.

Mihir Mongia, Kundan Kumar, Akram Erraqabi, Yoshua Bengio

CoRR, 2016

Pliable Rejection Sampling.

Akram Erraqabi, Michal Valko, Alexandra Carpentier, Odalric-Ambrym Maillard

Proceedings of the 33nd International Conference on Machine Learning, 2016