Aristide Baratin
Université de Montréal
H-index: 17
North America-Canada
Top articles of Aristide Baratin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Maxwell's Demon at Work: Efficient Pruning by Leveraging Saturation of Neurons | arXiv preprint arXiv:2403.07688 | Simon Dufort-Labbé Pierluca D'Oro Evgenii Nikishin Razvan Pascanu Pierre-Luc Bacon | 2024/3/12 |
Unsupervised Concept Discovery Mitigates Spurious Correlations | arXiv preprint arXiv:2402.13368 | Md Rifat Arefin Yan Zhang Aristide Baratin Francesco Locatello Irina Rish | 2024/2/20 |
How connectivity structure shapes rich and lazy learning in neural circuits | ArXiv | Yuhan Helena Liu Aristide Baratin Jonathan Cornford Stefan Mihalas Eric Shea-Brown | 2023/10/12 |
Lookbehind optimizer: k steps back, 1 step forward | arXiv preprint arXiv:2307.16704 | Gonçalo Mordido Pranshu Malviya Aristide Baratin Sarath Chandar | 2023/7/31 |
Promoting Exploration in Memory-Augmented Adam using Critical Momenta | arXiv preprint arXiv:2307.09638 | Pranshu Malviya Gonçalo Mordido Aristide Baratin Reza Babanezhad Harikandeh Jerry Huang | 2023/7/18 |
CrossSplit: Mitigating Label Noise Memorization through Data Splitting | Jihye Kim Aristide Baratin Yan Zhang Simon Lacoste-Julien | 2023/7 | |
Using Representation Expressiveness and Learnability to Evaluate Self-Supervised Learning Methods | Transactions on Machine Learning Research | Yuchen Lu Zhen Liu Aristide Baratin Romain Laroche Aaron Courville | 2023/6/28 |
Some phenomenological investigations in deep learning | Aristide Baratin | 2022/10/26 | |
Lazy vs hasty: linearization in deep networks impacts learning schedule based on example difficulty | arXiv preprint arXiv:2209.09658 | Thomas George Guillaume Lajoie Aristide Baratin | 2022/9/19 |
Implicit Regularization via Neural Feature Alignment | Aristide Baratin Thomas George César Laurent R Devon Hjelm Guillaume Lajoie | 2021/3/18 | |
On the regularity of attention | arXiv preprint arXiv:2102.05628 | James Vuckovic Aristide Baratin Remi Tachet des Combes | 2021/2/10 |
A mathematical theory of attention | arXiv preprint arXiv:2007.02876 | James Vuckovic Aristide Baratin Remi Tachet des Combes | 2020/7/6 |
Co-Authors
