Select All
PIRSA:19030056

PSI 2018/2019 - Machine Learning - Lecture 4

APA

Hayward, L. (2019). PSI 2018/2019 - Machine Learning - Lecture 4. Perimeter Institute for Theoretical Physics. https://pirsa.org/19030056

Lauren Hayward Perimeter Institute for Theoretical Physics

Talk numberPIRSA:19030056
Talk Type Course

Abstract

Training, validation and testing datasets; methods that prevent overfitting; using supervised neural networks to classify phases of matter (classical Ising model, classical Ising gauge theory)