A statistical physics perspective on the theory of machine learning - session 3
ICTP Quantitative Life Sciences · 87:02 · Watch on YouTube
This lecture has two parts. First it shows that Bayesian supervised learning reduces to familiar methods under specific choices: the maximum-likelihood estimate is empirical risk minimization, the maximum-a-posteriori...