Markov Random Fields, Homomorphism Counting, and Sidorenko’s Conjecture

Author:

Csikvari Peter1,Ruozzi Nicholas2ORCID,Shams Shahab2ORCID

Affiliation:

1. Alfréd Rényi Institute of Mathematics, Budapest, Hungary

2. Department of Computer Science, The University of Texas at Dallas, Richardson, TX, USA

Funder

National Science Foundation

H2020 Marie SkodowskaCurie Actions

Defense Advanced Research Projects Agency

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Library and Information Sciences,Computer Science Applications,Information Systems

Reference29 articles.

1. Two approaches to Sidorenko’s conjecture

2. An information theoretic approach to Sidorenko’s conjecture;szegedy;arXiv 1406 6738,2014

3. Counting in Graph Covers: A Combinatorial Characterization of the Bethe Entropy Function

4. Unleashing the power of Schrijver’s permanental inequality with the help of the Bethe approximation;gurvits;arXiv 1106 2844,2011

5. Belief Propagation, Bethe Approximation and Polynomials

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