13 citations · 33 across the 7 of their papers we have counts for
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cs.SI2018
Randomized Optimal Transport on a Graph: framework and new distance measures
Guillaume Guex, Ilkka Kivimäki, Marco Saerens
The recently developed bag-of-paths (BoP) framework consists in setting a Gibbs-Boltzmann distribution on all feasible paths of a graph. This probability distribution favors short…
cs.SI2012★ 3 cited
Interpolating between Random Walks and Shortest Paths: a Path Functional Approach
François Bavaud, Guillaume Guex
General models of network navigation must contain a deterministic or drift component, encouraging the agent to follow routes of least cost, as well as a random or diffusive compone…