Recorded Lectures: Inference in PGM

A presentation of the simplest methods for exact inference in PGM

1. Intro to inference in PGM
   
2. Factor Graphs
   
3. Sum product algorithm
   
4. Max product algorithm
   
5. Discussion on inference for general PGM