Peres–Tetali curvature-to-MLSI conjecture
Peres–Tetali curvature-to-MLSI conjecture
Suppose corresponds to lazy random walk on a finite graph, and let be the graph distance. If has coarse Ricci curvature , let denote its modified log-Sobolev constant.
Peres–Tetali conjecture. The modified log-Sobolev constant satisfies
where is a universal constant.
This conjecture links positive coarse Ricci curvature to exponential convergence to equilibrium in relative entropy. The source gives no evidence of a resolution, so the conjecture remains open.
Sources & referencesView supporting material
Primary source
Ronen Eldan, James R. Lee and Joseph Lehec, “Transport-entropy inequalities and curvature in discrete-space Markov chains”, arXiv:1604.06859 (2016).
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