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ORCIDSylvain Courtain
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2020 – today
- 2023
[j4]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): 1365-1390 (2023)- [c3]Flore Vancompernolle Vromman, Sylvain Courtain, Pierre Leleux, Constantin de Schaetzen, Eve Beghein, Alexia Kneip, Marco Saerens:
Maximum Entropy Logistic Regression for Demographic Parity in Supervised Classification. BNAIC/BENELEARN 2023: 189-208 - 2022
- [b1]Sylvain Courtain:
Essays on network data analysis through the bag-of-paths framework. Catholic University of Louvain, Louvain-la-Neuve, Belgium, 2022 - 2021
- [j3]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) - [j2]Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens:
Sparse randomized shortest paths routing with Tsallis divergence regularization. Data Min. Knowl. Discov. 35(3): 986-1031 (2021) - [j1]Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens:
Randomized shortest paths with net flows and capacity constraints. Inf. Sci. 556: 341-360 (2021) - [c2]Sylvain Courtain, Marco Saerens:
A Simple Extension of the Bag-of-Paths Model Weighting Path Lengths by a Poisson Distribution. COMPLEX NETWORKS 2021: 220-233 - [i4]Sylvain Courtain, Guillaume Guex, Ilkka Kivimäki, Marco Saerens:
Relative Entropy-Regularized Optimal Transport on a Graph: a new algorithm and an experimental comparison. CoRR abs/2108.10004 (2021) - 2020
- [i3]Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens:
Sparse Randomized Shortest Paths Routing with Tsallis Divergence Regularization. CoRR abs/2007.00419 (2020)
2010 – 2019
- 2019
- [c1]Sylvain Courtain, Bertrand Lebichot, Ilkka Kivimäki, Marco Saerens:
Graph-Based Fraud Detection with the Free Energy Distance. COMPLEX NETWORKS (2) 2019: 40-52 - [i2]Guillaume Guex, Sylvain Courtain, Marco Saerens:
Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism. CoRR abs/1902.03002 (2019) - [i1]Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens:
Randomized Shortest Paths with Net Flows and Capacity Constraints. CoRR abs/1910.01849 (2019)
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