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Aristide Baratin

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Maxwell's Demon at Work: Efficient Pruning by Leveraging Saturation of Neurons

Mar 12, 2024
Simon Dufort-Labbé, Pierluca D'Oro, Evgenii Nikishin, Razvan Pascanu, Pierre-Luc Bacon, Aristide Baratin

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Unsupervised Concept Discovery Mitigates Spurious Correlations

Feb 20, 2024
Md Rifat Arefin, Yan Zhang, Aristide Baratin, Francesco Locatello, Irina Rish, Dianbo Liu, Kenji Kawaguchi

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How connectivity structure shapes rich and lazy learning in neural circuits

Oct 12, 2023
Yuhan Helena Liu, Aristide Baratin, Jonathan Cornford, Stefan Mihalas, Eric Shea-Brown, Guillaume Lajoie

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Lookbehind Optimizer: k steps back, 1 step forward

Jul 31, 2023
Gonçalo Mordido, Pranshu Malviya, Aristide Baratin, Sarath Chandar

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Promoting Exploration in Memory-Augmented Adam using Critical Momenta

Jul 18, 2023
Pranshu Malviya, Gonçalo Mordido, Aristide Baratin, Reza Babanezhad Harikandeh, Jerry Huang, Simon Lacoste-Julien, Razvan Pascanu, Sarath Chandar

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CrossSplit: Mitigating Label Noise Memorization through Data Splitting

Dec 03, 2022
Jihye Kim, Aristide Baratin, Yan Zhang, Simon Lacoste-Julien

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Lazy vs hasty: linearization in deep networks impacts learning schedule based on example difficulty

Sep 19, 2022
Thomas George, Guillaume Lajoie, Aristide Baratin

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Expressiveness and Learnability: A Unifying View for Evaluating Self-Supervised Learning

Jun 02, 2022
Yuchen Lu, Zhen Liu, Aristide Baratin, Romain Laroche, Aaron Courville, Alessandro Sordoni

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On the Regularity of Attention

Feb 10, 2021
James Vuckovic, Aristide Baratin, Remi Tachet des Combes

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Implicit Regularization in Deep Learning: A View from Function Space

Aug 03, 2020
Aristide Baratin, Thomas George, César Laurent, R Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien

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