Concepedia

Ievgen Redko

IR

Statistics

Publications

7

Citations

159

H-Index

7

Active since

2018

Affiliations

Laboratoire Hubert Curien(Current)

Centre National de la Recherche Scientifique

Université Claude Bernard Lyon 1

Ievgen Redko is an author at Laboratoire Hubert Curien specializing in data science, machine learning, and engineering.

Top concepts

EngineeringData ScienceMachine LearningDeep LearningComputer ScienceDomain AdaptationTransfer LearningArtificial IntelligenceKnowledge DiscoveryPattern Recognition

Publications per year

2018–2023

7

Publications

7

Advances in Domain Adaptation Theory

Ievgen Redko, Emilie Morvant, Amaury Habrard et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2019 · 69 citations

A survey on domain adaptation theory: learning bounds and theoretical guarantees

Ievgen Redko, Emilie Morvant, Amaury Habrard et al. · arXiv (Cornell University) · 2020 · 20 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

A survey on domain adaptation theory

Ievgen Redko, Emilie Morvant, Amaury Habrard et al. · arXiv (Cornell University) · 2020 · 18 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Optimal Transport for Multi-source Domain Adaptation under Target Shift

Ievgen Redko, Rémi Flamary, Devis Tuia · Socio-Environmental Systems Modeling · 2018 · 15 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +19

On the analysis of adaptability in multi-source domain adaptation

Ievgen Redko, Amaury Habrard, Marc Sebban · Machine Learning · 2019 · 14 citations · Full text

Engineering, Machine Learning, Data Science +5

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