cs.DS, cs.LG, math.FA, math.PR, math.ST, stat.TH

Zeroth-order Logconcave Sampling

arXiv:2507.18021v2 Announce Type: replace-cross
Abstract: We study the zeroth-order query complexity of sampling from a general logconcave distribution: given access to an evaluation oracle for a convex function $V:\mathbb{R}^{d}\rightarrow\mathbb{R}\…