4

On the Regularity of Attention
Note: This is a conference version of “A Mathematical Theory of Attention” arXiv:2007.02876.
James Vuckovic, Aristide Baratin, Remi Tachet des Combes
arXiv press
A Mathematical Theory of Attention
arxiv, 2021
James Vuckovic, Aristide Baratin, Remi Tachet des Combes
arXiv
A Modern Take on the Bias-Variance Tradeoff in Neural Networks
ICML 2019, Workshop on Identifying and Understanding Deep Learning Phenomena
Brady Neal, Sarthak Mittal, Aristide Baratin, Vinayak Tantia, Matthew Scicluna, Simon Lacoste-Julien, Ioannis Mitliagkas
arXiv
A3T: Adversarially Augmented Adversarial Training
NIPS 2017, Machine Deception Workshop
Akram Erraqabi, Aristide Baratin, Yoshua Bengio, Simon Lacoste-Julien
arXiv
Exploring Machine Learning for Particle Physics
Technical report, 2017
Aristide Baratin, Shawn Tan, Pierre-André Brousseau, Anirudth Goyal, Alex Lamb
PDF Code