Pascal Germain, Researcher in Machine Learning

This page is deprecated! My new webage is here.


English Talks

Domain-Adversarial Neural Networks
NIPS 2014 Workshop on Transfer and Multi-task learning: Theory Meets Practice
Montreal, Quebec (Canada), December 13, 2014
[ slides ] [ workshop paper ] [ abstract ]

PAC-Bayesian Learning and Domain Adaptation
NIPS 2012 Workshop: Multi-trade-off in Machine Learning
Lake Tahoe, Nevada (US), December 7, 2012
[ pdf ] [ abstract ]

A Pseudo-Boolean Set Covering Machine
18th International Conference on Principles and Practice of Constraint Programming
Quebec city, October 9, 2012
[ pdf ]

Pac-Bayes, Sample Compress & Kernel Methods
Foundations and New Trends of PAC Bayesian Learning Workshop
London, March 22, 2010
[ pdf ] [ videolecture ]

A Sample Compressed SVM
Centre for Computational Statistics and Machine Learning Seminars
London, February 18, 2010
[ pdf ] [ abstract ]

French Talks

Un réseau de neurones pour l'adaptation de domaine
Séminaires du département d'informatique et de génie logiciel
Quebec, January 23, 2015
[ pdf ] [ abstract ]

L'adaptation de domaine en apprentissage automatique: introduction et approche PAC-Bayésienne
Séminaires du département d'informatique et de génie logiciel
Quebec, April 5, 2013
[ pdf ] [ abstract ]

Rudiments de l'apprentissage automatique et de la classification (ainsi que quelques notions plus avancées!)
Séminaires de l'AGIL (Association des étudiant(e)s gradué(e)s en informatique à Laval)
Quebec, April 3, 2009
[ pdf ] [ abstract ]