Pattern Recognition and Machine Learning
Why it matters
A clean Bayesian-throughline for “classical” ML: exponential families, latent variable models, approximate inference, and the core toolkit that shows up everywhere.
A clean Bayesian-throughline for “classical” ML: exponential families, latent variable models, approximate inference, and the core toolkit that shows up everywhere.