Aristide Baratin
Aristide Baratin
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On the Regularity of Attention
Note: This is a conference version of "A Mathematical Theory of Attention" arXiv:2007.02876.
Implicit Regularization via Neural Feature Alignment
AISTATS 2021
A Mathematical Theory of Attention
arxiv, 2021
On the Spectral Bias of Neural Networks
ICML 2019
A Modern Take on the Bias-Variance Tradeoff in Neural Networks
arXiv, 2018
MINE: Mutual Information Neural Estimation
ICML 2018
A3T: Adversarially Augmented Adversarial Training
NIPS 2017, Machine Deception Workshop
Exploring Machine Learning for Particle Physics
Technical report, 2017
A 2-categorical state sum model
Journal of Mathematical Physics, 2015
Melonic phase transition in group field theory
Letters in Mathematical Physics, 2014
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