7 citations
- Laboratoire Hubert CurienFR11 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Université Jean MonnetFR3 papers
- Université LavalCA3 papers
- Innate Pharma (France)FR2 papers
- 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 d’Optique Graduate SchoolFR1 paper
- Institute of Science and Technology AustriaAT1 paper
- Institut National Supérieur des Sciences et Techniques d'AbéchéTD1 paper
Showing 2015 · stat.MLShow all
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stat.ML2015
An Improvement to the Domain Adaptation Bound in a PAC-Bayesian context
Pascal Germain, Amaury Habrard, Francois Laviolette +1
This paper provides a theoretical analysis of domain adaptation based on the PAC-Bayesian theory. We propose an improvement of the previous domain adaptation bound obtained by Germ…
stat.ML2015★ 3 cited
On Generalizing the C-Bound to the Multiclass and Multi-label Settings
Francois Laviolette, Emilie Morvant, Liva Ralaivola +1
The C-bound, introduced in Lacasse et al., gives a tight upper bound on the risk of a binary majority vote classifier. In this work, we present a first step towards extending this…