~/talk

Poincaré Inequalities and Convergence to Equilibrium with Variable Curvature Bounds

Talkat Concentration of Measure Phenomena · 2020-10-19..10-22
name:Max Fathi
links:none on file
slides:none on file

Shows how a uniform curvature lower bound is replaced by a variable or averaged curvature to get quantitative Poincaré constants and convergence rates: proves a pathwise gradient coupling bound (expectation of exp minus integrated curvature), uses transport–information inequalities to turn quantitative ergodic deviations into rates, and derives a self‑improving Bakry‑Émery estimate strictly better than 1/inf curvature except for Gaussian product cases. Gives W1 and L2 decay when ergodic control holds, and notes 1D counterexamples where average curvature alone fails.

AI-written summary · about

  1. 0:00Introduction
  2. 1:05Setting
  3. 3:37L2 Convergence
  4. 6:18Concentration of Measure
  5. 11:10Proofs
  6. 15:23Convergence to Equilibrium
  7. 17:55Motivation
  8. 24:17Bounds
  9. 25:33Motivations
  10. 34:39Application
  11. 37:51Other Methods
  12. 40:29Questions
  13. 43:31Optimization
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