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Sylvain Courtain
Sylvain Courtain
Research and Teaching Assistant, Université Catholique de Louvain
Verified email at uclouvain.be - Homepage
Title
Cited by
Cited by
Year
Randomized shortest paths with net flows and capacity constraints
S Courtain, P Leleux, I Kivimäki, G Guex, M Saerens
Information Sciences 556, 341-360, 2021
142021
Graph-based fraud detection with the free energy distance
S Courtain, B Lebichot, I Kivimäki, M Saerens
Complex Networks and Their Applications VIII: Volume 2 Proceedings of the …, 2020
122020
Sparse randomized shortest paths routing with Tsallis divergence regularization
P Leleux, S Courtain, G Guex, M Saerens
Data Mining and Knowledge Discovery 35, 986-1031, 2021
82021
Covariance and correlation measures on a graph in a generalized bag-of-paths formalism
G Guex, S Courtain, M Saerens
Journal of Complex Networks 8 (6), cnaa026, 2020
72020
Design of biased random walks on a graph with application to collaborative recommendation
P Leleux, S Courtain, K Françoisse, M Saerens
Physica A: Statistical Mechanics and its Applications 590, 126752, 2022
32022
Relative entropy-regularized optimal transport on a graph: a new algorithm and an experimental comparison
S Courtain, G Guex, I Kivimäki, M Saerens
International Journal of Machine Learning and Cybernetics 14 (4), 1365-1390, 2023
22023
Essays on network data analysis through the bag-of-paths framework
S Courtain
UCL-Université Catholique de Louvain, 2022
22022
A Simple Extension of the Bag-of-Paths Model Weighting Path Lengths by a Poisson Distribution
S Courtain, M Saerens
Complex Networks & Their Applications X: Volume 1, Proceedings of the Tenth …, 2022
22022
Community detection in networks by soft modularity maximization: A new approach and empirical comparisons
S Courtain, M Saerens
Master’s thesis, Louvain School of Management, 2017
22017
Maximum entropy logistic regression for demographic parity in supervised classification
F Vancompernolle Vromman, S Courtain, P Leleux, C de Schaetzen, ...
2023
Maximum Entropy Logistic Regression for Demographic Parity in Supervised Classification
FV Vromman, S Courtain, P Leleux, C de Schaetzen, E Beghein, A Kneip, ...
A comparison of randomized optimal flow algorithms versus standard optimal flow algorithms
W Visée, M Saerens, S Courtain
An empirical study of graph nodes clustering with the p-resistance
HY Hu, M Saerens, S Courtain
The impact of graph mining features on churn prediction in the telecommunication industry
R Hautecourt, B Lebichot, S Courtain
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Articles 1–14