90 citations
- Institut de recherche mathématique de RennesFR38 papers
- Centre National de la Recherche ScientifiqueFR21 papers
- Université de RennesFR20 papers
- Institut national de recherche en sciences et technologies du numériqueFR8 papers
- Centre Inria de l'Université de RennesFR6 papers
- Institut de Recherche en Informatique et Systèmes AléatoiresFR4 papers
- Laboratoire des systèmes et applications des technologies de l'information et de l'énergieFR4 papers
- École Normale Supérieure Paris-SaclayFR3 papers
- École Normale Supérieure - PSLFR3 papers
- MINGUS: Schémas numériques géométriques multi-échellesFR3 papers
- University of GenevaCH3 papers
- University of Naples Federico IIIT3 papers
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stat.ML2020★ 1 cited
High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding
Hannah Marienwald, Jean-Baptiste Fermanian, Gilles Blanchard
We propose an improved estimator for the multi-task averaging problem, whose goal is the joint estimation of the means of multiple distributions using separate, independent data se…
stat.ML2018★ 6 cited
KS(conf ): A Light-Weight Test if a ConvNet Operates Outside of Its Specifications
Rémy Sun, Christoph H. Lampert
Computer vision systems for automatic image categorization have become accurate and reliable enough that they can run continuously for days or even years as components of real-worl…
stat.ML2018★ 9 cited
Some Theoretical Properties of GANs
G. Biau, B. Cadre, M. Sangnier +1
Generative Adversarial Networks (GANs) are a class of generative algorithms that have been shown to produce state-of-the art samples, especially in the domain of image creation. Th…