Gradient-based Discrete Sampling with Automatic Cyclical Scheduling

Patrick Pynadath, Riddhiman Bhattacharya, Arun Hariharan +1

Discrete distributions, particularly in high-dimensional deep models, are often highly multimodal due to inherent discontinuities. While gradient-based discrete sampling has proven…