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Akram Erraqabi
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2020 – today
- 2022
- [c6]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 - [c5]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: 641-651 - [i6]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 abs/2203.11369 (2022) - [i5]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 abs/2208.04425 (2022)
2010 – 2019
- 2018
- [i4]Akram Erraqabi, Aristide Baratin, Yoshua Bengio, Simon Lacoste-Julien:
A3T: Adversarially Augmented Adversarial Training. CoRR abs/1801.04055 (2018) - 2017
- [c4]Akram Erraqabi, Alessandro Lazaric, Michal Valko, Emma Brunskill, Yun-En Liu:
Trading off Rewards and Errors in Multi-Armed Bandits. AISTATS 2017: 709-717 - [c3]Mihir Mongia, Kundan Kumar, Akram Erraqabi, Yoshua Bengio:
On random weights for texture generation in one layer CNNS. ICASSP 2017: 2207-2211 - [c2]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 - [i3]Adriana Romero, Michal Drozdzal, Akram Erraqabi, Simon Jégou, Yoshua Bengio:
Image Segmentation by Iterative Inference from Conditional Score Estimation. CoRR abs/1705.07450 (2017) - 2016
- [c1]Akram Erraqabi, Michal Valko, Alexandra Carpentier, Odalric-Ambrym Maillard:
Pliable Rejection Sampling. ICML 2016: 2121-2129 - [i2]Adriana Romero, Pierre Luc Carrier, Akram Erraqabi, Tristan Sylvain, Alex Auvolat
Diet Networks: Thin Parameters for Fat Genomic. CoRR abs/1611.09340 (2016) - [i1]Mihir Mongia
On Random Weights for Texture Generation in One Layer Neural Networks. CoRR abs/1612.06070 (2016)
Coauthor Index
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