Pierre Leleux

According to our database, Pierre Leleux authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Sparse randomized policies for Markov decision processes based on Tsallis divergence regularization.

Pierre Leleux, Bertrand Lebichot, Guillaume Guex, Marco Saerens

Knowl. Based Syst., 2024

In-processing and post-processing strategies for balancing accuracy and sustainability in product recommendations.

Chloe Satinet, François Fouss, Marco Saerens, Pierre Leleux

Electron. Commer. Res. Appl., 2024

2023

Entropy-regularized biased random walks on a graph: applications to network data analysis.

Pierre Leleux

PhD thesis, 2023

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

Proceedings of the Artificial Intelligence and Machine Learning - 35th Benelux Conference, 2023

2021

Randomized shortest paths with net flows and capacity constraints.

Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens

Inf. Sci., 2021

Sparse randomized shortest paths routing with Tsallis divergence regularization.

Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens

Data Min. Knowl. Discov., 2021