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08/23/2021
Relative Entropy-Regularized Optimal Transport on a Graph: a new algorithm and an experimental comparison
Following [21, 23], the present work investigates a new relative entropy...
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07/01/2020
Sparse Randomized Shortest Paths Routing with Tsallis Divergence Regularization
This work elaborates on the important problem of (1) designing optimal r...
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10/04/2019
Randomized Shortest Paths with Net Flows and Capacity Constraints
This work extends the randomized shortest paths model (RSP) by investiga...
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02/08/2019
Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism
This work derives closed-form expressions computing the expectation of c...
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07/12/2018
A Constrained Randomized Shortest-Paths Framework for Optimal Exploration
The present work extends the randomized shortest-paths framework (RSP), ...
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06/07/2018