Guillaume Guex

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 14

Top Topics

Top Venues

J. Complex Networks

Publications

Pierre Leleux, Bertrand Lebichot, Guillaume Guex, Marco Saerens
Sparse randomized policies for Markov decision processes based on Tsallis divergence regularization. Knowl. Based Syst. 300 (2024)
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) (2023)
Guillaume Guex, Romain Loup, François Bavaud
Estimation of flow trajectories in a multi-lines transportation network. Appl. Netw. Sci. 8 (1) (2023)
Guillaume Guex
A Framework for Embedding Entities in a Textual Narrative: a Case Study on Les Misérables. COMHUM (2022)
Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens
Sparse randomized shortest paths routing with Tsallis divergence regularization. Data Min. Knowl. Discov. 35 (3) (2021)
Sylvain Courtain, Guillaume Guex, Ilkka Kivimäki, Marco Saerens
Relative Entropy-Regularized Optimal Transport on a Graph: a new algorithm and an experimental comparison. CoRR (2021)
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)
Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens
Randomized shortest paths with net flows and capacity constraints. Inf. Sci. 556 (2021)
Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens
Sparse Randomized Shortest Paths Routing with Tsallis Divergence Regularization. CoRR (2020)
Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens
Randomized Shortest Paths with Net Flows and Capacity Constraints. CoRR (2019)
Guillaume Guex, Ilkka Kivimäki, Marco Saerens
Randomized optimal transport on a graph: framework and new distance measures. Netw. Sci. 7 (1) (2019)
Guillaume Guex, Sylvain Courtain, Marco Saerens
Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism. CoRR (2019)
Guillaume Guex, Ilkka Kivimäki, Marco Saerens
Randomized Optimal Transport on a Graph: Framework and New Distance Measures. CoRR (2018)
Bertrand Lebichot, Guillaume Guex, Ilkka Kivimäki, Marco Saerens
A Constrained Randomized Shortest-Paths Framework for Optimal Exploration. CoRR (2018)
Guillaume Guex
Spatial Graphs Cost and Efficiency: Exploring Edges Competition by MCMC. GIScience (2014)
Guillaume Guex, François Bavaud
Flow-Based Dissimilarities: Shortest Path, Commute Time, Max-Flow and Free Energy. ECDA (2013)
François Bavaud, Guillaume Guex
Interpolating between Random Walks and Shortest Paths: A Path Functional Approach. SocInfo (2012)
François Bavaud, Guillaume Guex
Interpolating between Random Walks and Shortest Paths: a Path Functional Approach CoRR (2012)