13 citations
- Centre Inria de SaclayFR10 papers
- Criteo (France)FR9 papers
- Centre de Recherche en Économie et StatistiqueFR5 papers
- Institut de Mécanique Céleste et de Calcul des ÉphéméridesFR4 papers
- Université Toulouse III - Paul SabatierFR4 papers
- École PolytechniqueFR3 papers
- ENSAE ParisFR3 papers
- Institut de Mathématiques de ToulouseFR3 papers
- Institut National des Sciences Appliquées de ToulouseFR3 papers
- Laboratoire de Mathématiques d'OrsayFR3 papers
- CEA Paris-SaclayFR2 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
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stat.ML2020★ 1 cited
An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression
Evgenii Chzhen, Nicolas Schreuder
Let be a triplet following some joint distribution with feature vector , sensitive attribute , an…
math.ST2020★ 1 cited
Penalized Langevin dynamics with vanishing penalty for smooth and log-concave targets
Avetik Karagulyan, Arnak S. Dalalyan
We study the problem of sampling from a probability distribution on defined via a convex and smooth potential function. We consider a continuous-time diffusion-type p…
stat.ML2020★ 13 cited
Debiased Sinkhorn barycenters
Hicham Janati, Marco Cuturi, Alexandre Gramfort
Entropy regularization in optimal transport (OT) has been the driver of many recent interests for Wasserstein metrics and barycenters in machine learning. It allows to keep the app…