| 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) |