Concepedia

Evgenii Chzhen

EC

6

Publications

93

Citations

6

H-Index

2019

Active since

Affiliations

Laboratoire de Mathématiques d'Orsay(Current)

Centre National de la Recherche Scientifique

Laboratoire d’Analyse et de Mathématiques Appliquées

Institut de Mécanique Céleste et de Calcul des Éphémérides

Université Gustave Eiffel

Evgenii Chzhen is an author at Laboratoire de Mathématiques d'Orsay specializing in data science, computer science, and statistics.

Top concepts

StatisticsEngineeringData ScienceComputer ScienceMedicineManagementData MiningProbabilityData PrivacyClassification

Publications per year

2019–2022

6

Publications

6

Fair Regression via Plug-in Estimator and Recalibration With Statistical Guarantees

Evgenii Chzhen, Christophe Denis, Mohamed Hebiri et al. · SPIRE - Sciences Po Institutional REpository · 2020 · 21 citations

Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification

Evgenii Chzhen, Christophe Denis, Mohamed Hebiri et al. · arXiv (Cornell University) · 2019 · 18 citations · Full text

Fair Regression with Wasserstein Barycenters

Evgenii Chzhen, Christophe Denis, Mohamed Hebiri et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2020 · 17 citations · Full text

Optimal Fair Prediction, Engineering, Data Science +14

Set-valued classification -- overview via a unified framework

Evgenii Chzhen, Christophe Denis, Mohamed Hebiri et al. · arXiv (Cornell University) · 2021 · 13 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Fair Regression with Wasserstein Barycenters

Evgenii Chzhen, Christophe Denis, Mohamed Hebiri et al. · arXiv (Cornell University) · 2020 · 12 citations · Full text

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