All
recitations are Thursdays, 5:00-6:20pm, Wean Hall 5409,
unless otherwise noted.

## Thursday, Sep. 11: Amr

### Review of Probability and Statistics

The slides are available: here
in PPT and here
in PDF.
## Thursday, Sep. 18: Dhruv

### BN Semantic I: I-maps, Factorization, etc

Recitation Notes and JavaBayes
student model
## Thursday, Sep. 25: Amr

### BN Semantic II: D-separation, PDAGs, etc.

The slides are available: here in
PPT and here in
PDF.
## Thursday, Oct. 2: Dhruv

### MLE parameter learning, score-based structure learning.

The slides are available: here
in
PPT and here in
PDF.
## Thursday, Oct. 9: Amr

### Structure-Learning: ML, BIC and Bayesian Scores, etc..

## Thursday, Oct. 16: Dhruv

### Variable Elimination

The slides are available: here
in
PPT and here in
PDF.
## Thursday, Oct. 23: Amr

### Clique Trees

The slides are available: here
in
PPT and here in PDF
(1-page),(2-pages).
## Thursday, Nov. 6: Amr

### Variational Inference

The slides are available: here
in
PPT and here in PDF
(viewing),(print).
## Thursday, Nov. 13: Dhruv

### Parameter Learning

Recitation Notes.
The slides are available: here
in
PPT and here
in PDF.
## Thursday, Nov. 20: Amr

### Parameter Learning in MN and CRF

The slides are available: here
in
PPT and here
in PDF