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

Intrinsic effective sample size for manifold-valued Markov chain Monte Carlo via kernel discrepancy

arXiv:2605.03266v1 Announce Type: new
Abstract: Effective sample size is a standard summary of Markov chain Monte Carlo output, but it is usually attached to scalar or Euclidean summaries chosen by the analyst. For manifold-valued samples this choice …