Sylvain Courtain

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Top Venues

J. Complex Networks

COMPLEX NETWORKS (2)

Int. J. Mach. Learn. Cybern.

Publications

Sylvain Courtain, Guillaume Guex, Ilkka Kivimäki, Marco Saerens
Relative entropy-regularized optimal transport on a graph: a new algorithm and an experimental comparison. Int. J. Mach. Learn. Cybern. 14 (4) (2023)
Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens
Sparse randomized shortest paths routing with Tsallis divergence regularization. Data Min. Knowl. Discov. 35 (3) (2021)
Sylvain Courtain, Guillaume Guex, Ilkka Kivimäki, Marco Saerens
Relative Entropy-Regularized Optimal Transport on a Graph: a new algorithm and an experimental comparison. CoRR (2021)
Guillaume Guex, Sylvain Courtain, Marco Saerens
Covariance and correlation measures on a graph in a generalized bag-of-paths formalism. J. Complex Networks 8 (6) (2021)
Sylvain Courtain, Marco Saerens
A Simple Extension of the Bag-of-Paths Model Weighting Path Lengths by a Poisson Distribution. COMPLEX NETWORKS (2021)
Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens
Randomized shortest paths with net flows and capacity constraints. Inf. Sci. 556 (2021)
Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens
Sparse Randomized Shortest Paths Routing with Tsallis Divergence Regularization. CoRR (2020)
Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens
Randomized Shortest Paths with Net Flows and Capacity Constraints. CoRR (2019)
Sylvain Courtain, Bertrand Lebichot, Ilkka Kivimäki, Marco Saerens
Graph-Based Fraud Detection with the Free Energy Distance. COMPLEX NETWORKS (2) (2019)
Guillaume Guex, Sylvain Courtain, Marco Saerens
Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism. CoRR (2019)