The Stochastic Replica Approach to Machine Learning: Stability and Parameter Optimization

Patrick Chao, Tahereh Mazaheri, Bo Sun +2

We introduce a statistical physics inspired supervised machine learning algorithm for classification and regression problems. The method is based on the invariances or stability of…