| Date |
Lecture |
Location |
Time |
Handouts |
| Jan 18 |
Octave
|
WEH 4709
|
6:30-7:30pm
|
slides
|
| Jan 23 |
Probability
|
Baker Hall 235B
|
7:00-8:00pm
|
slides
|
| Jan 30 |
MLE, MAP
|
Baker Hall 235A
|
7:00-8:00pm
|
slides
|
| Feb 6 |
Naive Bayes |
Baker Hall 235A
|
7:00-8:00pm
|
slides
|
| Feb 8 |
Naive Bayes |
Wean 8427
|
7:00-8:00pm
|
slides
|
| Feb 15 |
Logistic Regression |
Wean 8427
|
7:00-8:00pm
|
slides
|
| Feb 22 |
Kernels and SVM |
Wean 8427
|
7:00-8:00pm
|
slides
|
| Mar 1 |
Generalization Guarantees |
Wean 8427
|
7:00-8:00pm
|
slides |
| Mar 6 |
Midterm Review
|
Baker Hall 235A
|
7:00-8:00pm
|
|
| Mar 22 |
Model Selection, Linear Regression |
Wean 8427
|
7:00-8:00pm
|
slides |
| Mar 29 |
Neural Networks |
Wean 8427
|
7:00-8:00pm
|
|
| Apr 5 |
Boosting |
Wean 8427
|
7:00-8:00pm
|
slides |
| Apr 12 |
Unsupervised Learning |
Wean 8427
|
7:00-8:00pm
|
slides |
| Apr 24 |
Active Learning |
Baker Hall 235A
|
7:00-8:00pm
|
slides |
| Apr 26 |
Clustering/PCA and Reinforcement Learning |
Wean 8427
|
7:00-8:00pm
|
slides |
| May 1 |
Review for Final |
Baker Hall 235A
|
7:00-8:00pm
|
|
|
