Emilie Morvant

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

Advances in Domain Adaptation Theory

Ievgen Redko, Emilie Morvant, Amaury Habrard et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2019 · 69 citations

A New PAC-Bayesian Perspective on Domain Adaptation

Pascal Germain, Amaury Habrard, François Laviolette et al. · arXiv (Cornell University) · 2015 · 32 citations · Full text

Engineering, Machine Learning, Source Domain +16

Metric Learning from Imbalanced Data with Generalization Guarantees

Léo Gautheron, Amaury Habrard, Emilie Morvant et al. · Pattern Recognition Letters · 2020 · 29 citations · Full text

Imbalanced Data, Engineering, Machine Learning +8

Metric Learning from Imbalanced Data

Léo Gautheron, Amaury Habrard, Emilie Morvant et al. · 2019 · 23 citations · Full text

Engineering, Machine Learning, Classification Method +16