Concepedia

Nicolas Courty

NC

47

Publications

2.6K

Citations

24

H-Index

2000

Active since

Affiliations

Université de Bretagne Sud(Current)

Institut de Recherche en Informatique et Systèmes Aléatoires

Centre National de la Recherche Scientifique

Institut national de recherche en sciences et technologies du numérique

Lagrange Laboratory

Nicolas Courty is an author at Université de Bretagne Sud specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceComputer VisionComputer ScienceMachine LearningImage AnalysisMachine VisionPattern RecognitionDeep LearningSupervised Learning

Publications per year

2000–2024

47

Publications

47

Optimal Transport for Domain Adaptation

Nicolas Courty, Rémi Flamary, Devis Tuia et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 898 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +18

Optimal Transport for structured data with application on graphs

Titouan Vayer, Laëtitia Chapel, Rémi Flamary et al. · arXiv (Cornell University) · 2018 · 141 citations · Full text

Mathematical Programming, Structured Objects, Geometric Learning +24

Multiclass feature learning for hyperspectral image classification: Sparse and hierarchical solutions

Devis Tuia, Rémi Flamary, Nicolas Courty · ISPRS Journal of Photogrammetry and Remote Sensing · 2015 · 94 citations · Full text

Image Analysis, Machine Learning, Data Science +11

Wasserstein discriminant analysis

Rémi Flamary, Marco Cuturi, Nicolas Courty et al. · Machine Learning · 2018 · 87 citations · Full text

Wasserstein Discriminant Analysis, Statistical Inference, Principal Component Analysis +3

End-to-end learned early classification of time series for in-season crop type mapping

Marc Rußwurm, Nicolas Courty, Rémi Emonet et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 81 citations · Full text

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