cs.DS, cs.LG, math.PR

Rapid mixing in positively weighted restricted Boltzmann machines

arXiv:2604.00963v1 Announce Type: cross
Abstract: We show polylogarithmic mixing time bounds for the alternating-scan sampler for positively weighted restricted Boltzmann machines. This is done via analysing the same chain and the Glauber dynamics for…