Sylvain Courtain

12 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2023 — conf
Maximum Entropy Logistic Regression for Demographic Parity in Supervised Classification.
BNAIC/BENELEARN
Flore Vancompernolle Vromman, Sylvain Courtain, Pierre Leleux, Constantin de Schaetzen, Eve Beghein, Alexia Kneip, Marco Saerens
2023 J jnl
Relative entropy-regularized optimal transport on a graph: a new algorithm and an experimental comparison.
Int. J. Mach. Learn. Cybern.
Sylvain Courtain, Guillaume Guex, Ilkka Kivimäki, Marco Saerens
2022 — —
Essays on network data analysis through the bag-of-paths framework.
Sylvain Courtain
2021 — conf
A Simple Extension of the Bag-of-Paths Model Weighting Path Lengths by a Poisson Distribution.
COMPLEX NETWORKS
Sylvain Courtain, Marco Saerens
2021 J jnl
Covariance and correlation measures on a graph in a generalized bag-of-paths formalism.
J. Complex Networks
Guillaume Guex, Sylvain Courtain, Marco Saerens
2021 J jnl
Randomized shortest paths with net flows and capacity constraints.
Inf. Sci.
Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens
2021 J jnl
Relative Entropy-Regularized Optimal Transport on a Graph: a new algorithm and an experimental comparison.
CoRR
Sylvain Courtain, Guillaume Guex, Ilkka Kivimäki, Marco Saerens
2021 J jnl
Sparse randomized shortest paths routing with Tsallis divergence regularization.
Data Min. Knowl. Discov.
Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens
2020 J jnl
Sparse Randomized Shortest Paths Routing with Tsallis Divergence Regularization.
CoRR
Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens
2019 J jnl
Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism.
CoRR
Guillaume Guex, Sylvain Courtain, Marco Saerens
2019 — conf
Graph-Based Fraud Detection with the Free Energy Distance.
COMPLEX NETWORKS (2)
Sylvain Courtain, Bertrand Lebichot, Ilkka Kivimäki, Marco Saerens
2019 J jnl
Randomized Shortest Paths with Net Flows and Capacity Constraints.
CoRR
Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens