7 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Laboratoire Hubert CurienFR13 papers
- Université LavalCA4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Université Jean MonnetFR3 papers
- Innate Pharma (France)FR2 papers
- Airbus (France)FR1 paper
- Artificial Intelligence Research InstituteES1 paper
- Centre de Recherche Astrophysique de LyonFR1 paper
- Consejo Superior de Investigaciones CientíficasES1 paper
- École Nationale Supérieure de Mécanique et des MicrotechniquesFR1 paper
- Institut de Recherche en Informatique de ToulouseFR1 paper
- Institut d’Optique Graduate SchoolFR1 paper
3 papers · 1 filter
Domain adaptation of weighted majority votes via perturbed variation-based self-labeling
Emilie Morvant
In machine learning, the domain adaptation problem arrives when the test (target) and the train (source) data are generated from different distributions. A key applied issue is thu…
On the Generalization of the C-Bound to Structured Output Ensemble Methods
François Laviolette, Emilie Morvant, Liva Ralaivola +1
This paper generalizes an important result from the PAC-Bayesian literature for binary classification to the case of ensemble methods for structured outputs. We prove a generic ver…
Majority Vote of Diverse Classifiers for Late Fusion
Emilie Morvant, Amaury Habrard, Stéphane Ayache
In the past few years, a lot of attention has been devoted to multimedia indexing by fusing multimodal informations. Two kinds of fusion schemes are generally considered: The early…