Guillaume Guex

According to our database, Guillaume Guex authored at least 14 papers between 2012 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

2023

Estimation of flow trajectories in a multi-lines transportation network.

Guillaume Guex, Romain Loup, François Bavaud

Appl. Netw. Sci., December, 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., April, 2023

2022

A Framework for Embedding Entities in a Textual Narrative: a Case Study on Les Misérables.

Guillaume Guex

Proceedings of the Workshop on Computational Methods in the Humanities 2022, 2022

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

Covariance and correlation measures on a graph in a generalized bag-of-paths formalism.

Guillaume Guex, Sylvain Courtain, Marco Saerens

J. Complex Networks, 2021

2019

Randomized optimal transport on a graph: framework and new distance measures.

Guillaume Guex, Ilkka Kivimäki, Marco Saerens

Netw. Sci., 2019

Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism.

Guillaume Guex, Sylvain Courtain, Marco Saerens

CoRR, 2019

2018

A Constrained Randomized Shortest-Paths Framework for Optimal Exploration.

Bertrand Lebichot, Guillaume Guex, Ilkka Kivimäki, Marco Saerens

CoRR, 2018

2015

On the Robust Measurement of Inflectional Diversity.

Aris Xanthos, Guillaume Guex

Proceedings of the Recent Contributions to Quantitative Linguistics, 2015

2014

Spatial Graphs Cost and Efficiency: Exploring Edges Competition by MCMC.

Guillaume Guex

Proceedings of the Geographic Information Science - 8th International Conference, 2014

2013

Flow-Based Dissimilarities: Shortest Path, Commute Time, Max-Flow and Free Energy.

Guillaume Guex, François Bavaud

Proceedings of the Data Science, 2013

2012

Interpolating between Random Walks and Shortest Paths: A Path Functional Approach.

François Bavaud, Guillaume Guex

Proceedings of the Social Informatics, 2012