Maximum Entropy modelling of sub-Optimal Transport

NetSciX 2026 Conference Submission55 Authors

04 Sept 2025 (modified: 27 Sept 2025)NetSciX 2026 Conference SubmissionEveryoneRevisionsBibTeXCC BY 4.0
Keywords: Optimal Transport, Phase Transition, Random Ensemble, Statistical Inference on Networks, dense – sparse transtition
TL;DR: An information-theoretic free-energy ensemble unifying Maximum Entropy and Optimal Transport via a single parameter β generates a dense-to-sparse transition and allows to describe, with a statistical model, (noisy) sub-optimal networks.
Submission Number: 55
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