cs.LG, math.ST, stat.CO, stat.ML, stat.TH

Convergence Rates for Non-Log-Concave Sampling and Log-Partition Estimation

arXiv:2303.03237v4 Announce Type: replace
Abstract: Sampling from Gibbs distributions and computing their log-partition function are fundamental tasks in statistics, machine learning, and statistical physics. While efficient algorithms are known for l…