Asymptotically exact variational flows via involutive MCMC kernels

Zuheng (David) Xu (University of British Columbia) · Trevor Campbell (UBC)
asymptotically exactconvergence guaranteesflow mapsinvolutive mcmc kernelsiterated random function systemsmeasure-preservingmixflowsmonte carlo estimatesno-u-turn samplernormalization constant estimationnormalizing flowsposterior approximationtotal variation convergencetuning-freevariational families

Most expressive variational families