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poincaré inequality

3 papers

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Co-occurring keywords · papers mentioning both

log-sobolev inequality (3) heavy-tailed density (1) gibbs measure (1) poincare inequality (1) gradient terms (1) lyapunov potentials (1) generalisation bound (1) discretization error (1) langevin diffusion (1) sampling algorithm (1)

Papers

A PAC-Bayesian Link Between Generalisation and Flat Minima ALT 2025 Optimization, Isoperimetric Inequalities, and Sampling via Lyapunov Potentials COLT 2025 Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality COLT 2023