Simon Lacoste-Julien

Predicting Solution Summaries to Integer Linear Programs under Imperfect Information with Machine Learning pdf

Yoshua Bengio, Andrea Lodi, Emma Frejinger, 2018, ArXiv.

Structured Prediction, Dual Extragradient and Bregman Projections

Ben Taskar, Michael I. Jordan, Simon Lacoste-Julien, 2006, J. Mach. Learn. Res..

Structured Prediction via the Extragradient Method

Ben Taskar, Michael I. Jordan, Simon Lacoste-Julien, 2005, NIPS.

A3T: Adversarially Augmented Adversarial Training pdf

Yoshua Bengio, Akram Erraqabi, Simon Lacoste-Julien, 2018, ArXiv.