The reproducing Stein kernel approach for post-hoc corrected sampling

Liam Hodgkinson, Robert Salomone, Fred Roosta

Stein importance sampling is a widely applicable technique based on kernelized Stein discrepancy, which corrects the output of approximate sampling algorithms by reweighting the em…