Title
TherML: Thermodynamics of Machine Learning.
Abstract
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.
Year
Venue
Field
2018
CoRR
Thermodynamics,Artificial intelligence,Machine learning,Mathematics
DocType
Volume
Citations 
Journal
abs/1807.04162
0
PageRank 
References 
Authors
0.34
0
2
Name
Order
Citations
PageRank
Alexander A. Alemi1709.92
Ian Fischer242226.82