Curved Markov Chain Monte Carlo for Network Learning

DOI10.1007/978-3-030-93413-2_39OpenAlexW4205655454MaRDI QIDQ5050358

Anthea Monod, John Sigbeku, Emil Saucan

Publication date: 15 November 2022

Published in: Complex Networks & Their Applications X (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2110.03413

zbMATH Keywords

Markov chain Monte Carlonetwork samplingdiscrete curvaturenetwork learninggraph forman curvature

Mathematics Subject Classification ID

Computer science (68-XX) Probability theory and stochastic processes (60-XX)

Uses Software

• PMTK
• KONECT

Cites Work

• Bochner's method for cell complexes and combinatorial Ricci curvature
• Forman-Ricci flow for change detection in large dynamic data sets
• Forman curvature for complex networks
• Collective dynamics of ‘small-world’ networks
• Unnamed Item
• Unnamed Item