13 citations · 33 across the 7 of their papers we have counts for
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cs.LG2019★ 13 cited
Randomized Shortest Paths with Net Flows and Capacity Constraints
Sylvain Courtain, Pierre Leleux, Ilkka Kivimaki +2
This work extends the randomized shortest paths (RSP) model by investigating the net flow RSP and adding capacity constraints on edge flows. The standard RSP is a model of movement…
cs.LG2019★ 6 cited
Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism
Guillaume Guex, Sylvain Courtain, Marco Saerens
This work derives closed-form expressions computing the expectation of co-presence and of number of co-occurrences of nodes on paths sampled from a network according to general pat…