Guillaume Guex

19 papers Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Sparse randomized policies for Markov decision processes based on Tsallis divergence regularization.
Knowl. Based Syst.
Pierre Leleux, Bertrand Lebichot, Guillaume Guex, Marco Saerens
2023 J jnl
Estimation of flow trajectories in a multi-lines transportation network.
Appl. Netw. Sci.
Guillaume Guex, Romain Loup, François Bavaud
2023 J jnl
Relative entropy-regularized optimal transport on a graph: a new algorithm and an experimental comparison.
Int. J. Mach. Learn. Cybern.
Sylvain Courtain, Guillaume Guex, Ilkka Kivimäki, Marco Saerens
2022 — conf
A Framework for Embedding Entities in a Textual Narrative: a Case Study on Les Misérables.
COMHUM
Guillaume Guex
2021 J jnl
Covariance and correlation measures on a graph in a generalized bag-of-paths formalism.
J. Complex Networks
Guillaume Guex, Sylvain Courtain, Marco Saerens
2021 J jnl
Randomized shortest paths with net flows and capacity constraints.
Inf. Sci.
Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens
2021 J jnl
Relative Entropy-Regularized Optimal Transport on a Graph: a new algorithm and an experimental comparison.
CoRR
Sylvain Courtain, Guillaume Guex, Ilkka Kivimäki, Marco Saerens
2021 J jnl
Sparse randomized shortest paths routing with Tsallis divergence regularization.
Data Min. Knowl. Discov.
Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens
2020 J jnl
Sparse Randomized Shortest Paths Routing with Tsallis Divergence Regularization.
CoRR
Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens
2019 J jnl
Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism.
CoRR
Guillaume Guex, Sylvain Courtain, Marco Saerens
2019 J jnl
Randomized Shortest Paths with Net Flows and Capacity Constraints.
CoRR
Sylvain Courtain, Pierre Leleux, Ilkka Kivimäki, Guillaume Guex, Marco Saerens
2019 J jnl
Randomized optimal transport on a graph: framework and new distance measures.
Netw. Sci.
Guillaume Guex, Ilkka Kivimäki, Marco Saerens
2018 J jnl
A Constrained Randomized Shortest-Paths Framework for Optimal Exploration.
CoRR
Bertrand Lebichot, Guillaume Guex, Ilkka Kivimäki, Marco Saerens
2018 J jnl
Randomized Optimal Transport on a Graph: Framework and New Distance Measures.
CoRR
Guillaume Guex, Ilkka Kivimäki, Marco Saerens
2015 — ch.
On the Robust Measurement of Inflectional Diversity.
Recent Contributions to Quantitative Linguistics
Aris Xanthos, Guillaume Guex
2014 — conf
Spatial Graphs Cost and Efficiency: Exploring Edges Competition by MCMC.
GIScience
Guillaume Guex
2013 — conf
Flow-Based Dissimilarities: Shortest Path, Commute Time, Max-Flow and Free Energy.
ECDA
Guillaume Guex, François Bavaud
2012 — conf
Interpolating between Random Walks and Shortest Paths: A Path Functional Approach.
SocInfo
François Bavaud, Guillaume Guex
2012 J jnl
Interpolating between Random Walks and Shortest Paths: a Path Functional Approach
CoRR
François Bavaud, Guillaume Guex