Date 
Time 
Place 
Topic 
Tuesday,
1/15/2008

5pm

WEH 4615A

Probability review I (probability, random variable, discrete and continuous distributions) (slides) 
Tuesday,
1/22/2008

5pm

WEH 4615A

Probability review II (joint and marginal probability, conditional probability, MLE, and more on multivariate normal distribution) (slides1, slides2, matrix calculus) 
Tuesday,
1/29/2008

5pm

WEH 4615A

Bayes classifier, Linear regression (slides) 
Tuesday,
2/5/2008

5pm

WEH 4615A

Logistic regression (slides) 
Tuesday,
2/12/2008

5pm

WEH 4615A

cancelled 
Thursday,
2/14/2008

5pm

WEH 4623

Neural Network (backpropagation) (slides) 
Tuesday,
2/19/2008

5pm

WEH 4615A

Boosting (slides) 
Tuesday,
2/26/2008

5pm

WEH 4615A

Support Vector Machine (slides) 
Tuesday,
3/4/2008

5pm

WEH 4615A

Midterm review 
Tuesday,
3/18/2008

5pm

WEH 4615A

Midterm solution 
Tuesday,
3/25/2008

5pm

WEH 4615A

EM and HMM (slides) 
Tuesday,
4/1/2008

5pm

WEH 4615A

Bayesian Networks (slides) 
Tuesday,
4/8/2008

5pm

WEH 4615A

Monte Carlo Methods (slides) 
Tuesday,
4/15/2008

5pm

WEH 4615A

Spectral clustering (slides) 
Tuesday,
4/15/2008

5pm

WEH 4615A

Dirichlet process(slides) (code, data) 