1

CrossSplit: Mitigating Label Noise Memorization through Data Splitting
ICML, 2023
J. Kim, A. Baratin, Y. Zhang, S. Lacoste-Julien
arXiv
Promoting Exploration in Memory-Augmented Adam using Critical Momenta
arXiv, 2023
P. Malviya, G. Mordido, A. Baratin, R. Babanezhad Harikandeh, J. Huang, S. Lacoste-Julien, R. Pascanu, S. Chandar
arXiv
Implicit Regularization via Neural Feature Alignment
AISTATS 2021
Aristide Baratin, Thomas George, Cesar Laurent, R Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien
Code Video arXiv
On the Spectral Bias of Neural Networks
ICML 2019
Nasim Rahaman, Aristide Baratin, Devansh Arpit, Felix Draxler, Min Lin, Fred A. Hamprecht, Yoshua Bengio, Aaron Courville
Code Slides arXiv
MINE: Mutual Information Neural Estimation
ICML 2018
Mohamed Ishmael Belghazi, Aristide Baratin, Sai Rajeswar, Sherjil Ozair, Yoshua Bengio, Aaron Courville, R Devon Hjelm
Video arXiv
Ten questions on group field theory (and their tentative answers)
Loops ‘11 Conference
Aristide Baratin, Daniele Oriti
arXiv
2-group representations for spin foams
XXV Max Born Symposium, Wroclaw, Poland
Aristide Baratin, Derek K Wise
arXiv