École Nationale d'Administration

most citedDebiased Sinkhorn barycenters

13 citations

researchers with a paper here

A. Dalalyan1 · h 28
Alexandre Gramfort1 · h 61
Avetik G. Karagulyan1
C. Robert1 · h 17
Evgenii Chzhen1 · h 11
H. Janati1
Marco Cuturi1 · h 52
Nicolas Chenavier1 · h 7
Nicolas Schreuder1 · h 6

collaborating institutions

CEA Paris-SaclayFR1 paper
Centre de Recherche en Économie et StatistiqueFR1 paper
Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR1 paper
ENSAE ParisFR1 paper
Institut de Mécanique Céleste et de Calcul des ÉphéméridesFR1 paper
Laboratoire de Mathématiques Blaise PascalFR1 paper
Laboratoire de Mathématiques d'OrsayFR1 paper

Showing stat.MLShow all

2 papers · 1 filter

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 $(X, S, Y) \in R^{p} \times {1, 2} \times R$ be a triplet following some joint distribution $P$ with feature vector $X$ , sensitive attribute $S$ , an…

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…