New Study Examines Query Complexity of Sampling From Log-Concave Distributions
A new paper studies the query complexity of sampling from smooth distributions on R^d using first-order oracles, focusing on strongly log-concave distributions and log-Sobolev inequalities.
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- 2026-11-05 05:00 · arXiv stat.ML
Towards the Query Complexity of Sampling under Strong Log-Concavity and Log-Sobolev Inequalities