Gian C. Diluvi

Mixed variational flows for discrete variables

Variational flows allow practitioners to learn complex continuous distributions, but approximating discrete distributions remains a challenge. Current methodologies typically embed the discrete target in a continuous space—usually via continuous relaxation or dequantization—and then apply a continuo…