Graph-Based Fraud Detection with the Free Energy Distance. - Sylvain Courtain; Bertrand Lebichot; Ilkka Kivimäki; Marco Saerens (COMPLEX NETWORKS (2), 2019)

Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism. - Guillaume Guex; Sylvain Courtain; Marco Saerens (CoRR, 2019)

A Simple Extension of the Bag-of-Paths Model Weighting Path Lengths by a Poisson Distribution. - Sylvain Courtain; Marco Saerens (COMPLEX NETWORKS, 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)

Sparse randomized shortest paths routing with Tsallis divergence regularization. - Pierre Leleux; Sylvain Courtain; Guillaume Guex; Marco Saerens (Data Min. Knowl. Discov., 2021)

Randomized shortest paths with net flows and capacity constraints. - Sylvain Courtain; Pierre Leleux; Ilkka Kivimäki; Guillaume Guex; Marco Saerens (Inf. Sci., 2021)

Essays on network data analysis through the bag-of-paths framework. - Sylvain Courtain (2022)

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 (BNAIC/BENELEARN, 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., 2023)