Learning by Confusion: The Phase Diagram of the Holstein Model

George Issa, Owen Bradley, Ehsan Khatami +1

We employ the "learning by confusion" technique, an unsupervised machine learning approach for detecting phase transitions, to analyze quantum Monte Carlo simulations of the two-di…