conftrace_

non log concave sampling

2 papers

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Co-occurring keywords · papers mentioning both

fisher information (2) poincare inequality (1) first-order stationarity (1) score-based generative prior (1) langevin monte carlo (1) inverse problem (1) variance reduction (1) markov chain monte carlo (1) non-convex optimization (1) stochastic gradient (1)

Papers

Variance Reduction for Non-Log-Concave Sampling with Applications to Inverse Problems UAI 2026 Towards a Theory of Non-Log-Concave Sampling:First-Order Stationarity Guarantees for Langevin Monte Carlo COLT 2022