Thermodynamics of Machine Learning

Alexander A. Alemi, Ian Fischer
In this work we offer a framework for reasoning about a wide class of existing objectives in machine learning. We develop a formal correspondence between this work and thermodynamics and discuss its implications.
Read more at https://arxiv.org/pdf/1807.04162.pdf