2 papers
cs.LG2023
A Theory of Non-Acyclic Generative Flow Networks
Leo Maxime Brunswic, Yinchuan Li, Yushun Xu +2
GFlowNets is a novel flow-based method for learning a stochastic policy to generate objects via a sequence of actions and with probability proportional to a given positive reward.…
math.PR2017
A Weak Overdamped Limit Theorem for Langevin Processes
Mathias Rousset, Yushun Xu, Pierre-André Zitt
In this paper, we prove convergence in distribution of Langevin processes in the overdamped asymptotics. The proof relies on the classical perturbed test function (or corrector) me…