Concepedia

Laëtitia Chapel

LC

10

Publications

374

Citations

10

H-Index

2007

Active since

Affiliations

Littoral, Environnement, Télédétection, Géomatique(Current)

Laboratoire d'Ingénierie pour les Systèmes Complexes

Laboratoire Interdisciplinaire Solidarités Sociétés Territoires

Institut de Recherche en Informatique et Systèmes Aléatoires

Université de Bretagne Sud

Laëtitia Chapel is an author at Littoral, Environnement, Télédétection, Géomatique specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePattern RecognitionWasserstein DistanceStatistical InferenceMathematical ProgrammingBusinessGeography

Publications per year

2007–2020

10

Publications

10

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

Approximating Viability Kernels With Support Vector Machines

Guillaume Deffuant, Laëtitia Chapel, Sophie Martin · IEEE Transactions on Automatic Control · 2007 · 55 citations

Artificial Intelligence, Engineering, Machine Learning +17

Streamflow scaling properties: investigating characteristic scales from different statistical approaches

Éric Sauquet, Maria‐Helena Ramos, Laëtitia Chapel et al. · Hydrological Processes · 2008 · 33 citations

Hydrological Behaviour, Engineering, Shape Invariance +20

Partial Optimal Tranport with applications on Positive-Unlabeled Learning

Laëtitia Chapel, Mokhtar Z. Alaya, Gilles Gasso · Neural Information Processing Systems · 2020 · 31 citations

Mathematical Programming, Engineering, Machine Learning +4

Sliced Gromov-Wasserstein

Titouan Vayer, Rémi Flamary, Romain Tavenard et al. · arXiv (Cornell University) · 2019 · 25 citations · Full text

Mathematical Programming, Computational Science, Engineering +14

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