Pascal Germain

Domain-Adversarial Neural Networks

Hana Ajakan, Pascal Germain, Hugo Larochelle et al. · arXiv (Cornell University) · 2014 · 246 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

PAC-Bayesian learning of linear classifiers

Pascal Germain, Alexandre Lacasse, François Laviolette et al. · 2009 · 176 citations

Artificial Intelligence, Engineering, Machine Learning +16

A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers

Pascal Germain, Amaury Habrard, François Laviolette et al. · 2013 · 93 citations · Full text

Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm

Pascal Germain, Alexandre Lacasse, François Laviolette et al. · arXiv (Cornell University) · 2015 · 89 citations · Full text

Engineering, Machine Learning, Computational Social Choice +27

Domain-Adversarial Training of Neural Networks

Yaroslav Ganin, Evgeniya Ustinova, Hana Ajakan et al. · arXiv (Cornell University) · 2015 · 75 citations · Full text

Natural Language Processing, Structured Prediction, Engineering +15