Inference via Variational Methods - Part One

Parameter Learning and Learning P-maps

Unified View of Factor Graphs and Markov Networks

Second Part of Dynamic Models

Learning Parameters via Maximum Likelihood Estimation

Intro to Probabilistic Graphical Models