Identities and Inequalities for Tree Entropy
Russell Lyons

TL;DR
This paper explores new mathematical expressions for tree entropy, demonstrating its properties like non-negativity and stochastic domination, and proves Lueck's Determinant Conjecture for Cayley-graph Laplacians using operator theory.
Contribution
It introduces novel formulas for tree entropy and establishes key properties, including non-negativity and stochastic domination, with implications for Lueck's Determinant Conjecture.
Findings
Tree entropy can be expressed via Fuglede-Kadison determinants and effective resistance.
Tree entropy is non-negative in unweighted graphs.
Tree entropy respects stochastic domination.
Abstract
The notion of tree entropy was introduced by the author as a normalized limit of the number of spanning trees in finite graphs, but is defined on random infinite rooted graphs. We give some new expressions for tree entropy; one uses Fuglede-Kadison determinants, while another uses effective resistance. We use the latter to prove that tree entropy respects stochastic domination. We also prove that tree entropy is non-negative in the unweighted case, a special case of which establishes Lueck's Determinant Conjecture for Cayley-graph Laplacians. We use techniques from the theory of operators affiliated to von Neumann algebras.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Operator Algebra Research · Graph theory and applications · Spectral Theory in Mathematical Physics
