Stochastic Thermodynamics of Learning Parametric Probabilistic Models

Shervin Sadat Parsi

We have formulated a family of machine learning problems as the time evolution of Parametric Probabilistic Models (PPMs), inherently rendering a thermodynamic process. Our primary…