Sylvain Courtain

According to our database, Sylvain Courtain authored at least 9 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Relative entropy-regularized optimal transport on a graph: a new algorithm and an experimental comparison.

Sylvain Courtain, Guillaume Guex, Ilkka Kivimäki, Marco Saerens

Int. J. Mach. Learn. Cybern., April, 2023

Maximum Entropy Logistic Regression for Demographic Parity in Supervised Classification.

Flore Vancompernolle Vromman, Sylvain Courtain, Pierre Leleux, Constantin de Schaetzen, Eve Beghein, Alexia Kneip, Marco Saerens

Proceedings of the Artificial Intelligence and Machine Learning - 35th Benelux Conference, 2023

2022

Essays on network data analysis through the bag-of-paths framework.

Sylvain Courtain

PhD thesis, 2022

2021

Randomized shortest paths with net flows and capacity constraints.

Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens

Inf. Sci., 2021

Sparse randomized shortest paths routing with Tsallis divergence regularization.

Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens

Data Min. Knowl. Discov., 2021

Covariance and correlation measures on a graph in a generalized bag-of-paths formalism.

Guillaume Guex, Sylvain Courtain, Marco Saerens

J. Complex Networks, 2021

A Simple Extension of the Bag-of-Paths Model Weighting Path Lengths by a Poisson Distribution.

Sylvain Courtain, Marco Saerens

Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

2019

Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism.

Guillaume Guex, Sylvain Courtain, Marco Saerens

CoRR, 2019

Graph-Based Fraud Detection with the Free Energy Distance.

Sylvain Courtain, Bertrand Lebichot, Ilkka Kivimäki, Marco Saerens

Proceedings of the Complex Networks and Their Applications VIII, 2019