1 
01/21/2020 
Introduction 


Slides, Annotated 
2 
01/23/2020 
Conditional Independence  Directed Graphs 


Slides, Annotated 
3 
01/28/2020 
Conditional Independence  Undirected Graphs 


Slides, Annotated 
4 
01/30/2020 
Inference Using Variable Elimination 


Slides, Annotated 
5 
02/04/2020 
Inference Using Using The SumProduct Algorith 


Slides, Annotated 
6 
02/06/2020 
Junction Tree Algorithms 


Slides, Annotated 
7 
02/11/2020 
MAP Inference; Maxproduct 


Slides 
8 
02/13/2020 
Discrete Latent Variable Models 


Slides, Annotated 
9 
02/20/2020 
Continious Latent Variable Models 


Slides, Annotated 
10 
02/25/2020 
Dynamic Latent Variable Models 


Slides, Annotate 
11 
02/27/2020 
Learning (Undirected) Graphical Models 1 


Slides 
12 
03/03/2020 
Learning Graphical Models 2 



13 
03/05/2020 
Samplingbased Inference 1 



14 
03/10/2020 
Samplingbased Inference 2 



15 
03/12/2020 
Approximate Inference 1 



16 
03/12/2020 
Approximate Inference 2 


