Interpolating between Random Walks and Shortest Paths: A Path Functional Approach. - François Bavaud; Guillaume Guex (SocInfo, 2012)

Flow-Based Dissimilarities: Shortest Path, Commute Time, Max-Flow and Free Energy. - Guillaume Guex; François Bavaud (ECDA, 2013)

Spatial Graphs Cost and Efficiency: Exploring Edges Competition by MCMC. - Guillaume Guex (GIScience, 2014)

On the Robust Measurement of Inflectional Diversity. - Aris Xanthos; Guillaume Guex (Recent Contributions to Quantitative Linguistics, 2015)

A Constrained Randomized Shortest-Paths Framework for Optimal Exploration. - Bertrand Lebichot; Guillaume Guex; Ilkka Kivimäki; Marco Saerens (CoRR, 2018)

Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism. - Guillaume Guex; Sylvain Courtain; Marco Saerens (CoRR, 2019)

Randomized optimal transport on a graph: framework and new distance measures. - Guillaume Guex; Ilkka Kivimäki; Marco Saerens (Netw. Sci., 2019)

Covariance and correlation measures on a graph in a generalized bag-of-paths formalism. - Guillaume Guex; Sylvain Courtain; Marco Saerens (J. Complex Networks, 2021)

Sparse randomized shortest paths routing with Tsallis divergence regularization. - Pierre Leleux; Sylvain Courtain; Guillaume Guex; Marco Saerens (Data Min. Knowl. Discov., 2021)

Randomized shortest paths with net flows and capacity constraints. - Sylvain Courtain; Pierre Leleux; Ilkka Kivimäki; Guillaume Guex; Marco Saerens (Inf. Sci., 2021)

A Framework for Embedding Entities in a Textual Narrative: a Case Study on Les Misérables. - Guillaume Guex (COMHUM, 2022)

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., 2023)

Estimation of flow trajectories in a multi-lines transportation network. - Guillaume Guex; Romain Loup; François Bavaud (Appl. Netw. Sci., 2023)

Sparse randomized policies for Markov decision processes based on Tsallis divergence regularization. - Pierre Leleux; Bertrand Lebichot; Guillaume Guex; Marco Saerens (Knowl. Based Syst., 2024)