Discrete distributions are learnable from metastable samples

Abhijith Jayakumar, Andrey Y. Lokhov, Sidhant Misra +1

Physically motivated stochastic dynamics are widely used to sample from high-dimensional distributions. However, such samplers often get trapped in metastable states, approximately…