| Date |
Lecture |
Location |
Time |
Handouts |
| Sept 4 |
Decision Trees, Information Theory
|
PH A18A
|
5-6pm
|
Mitchell Chapters 1, 2,
6.1-6.3
|
| Sept 11 |
Logistic Regression, Naive Bayes
|
PH A18A
|
5-6pm
|
Mitchell: Naive Bayes, Logistic Regression
|
| Sept 18 |
Convexity, Gradient Descent
|
GHC 8228
|
5-6pm
|
Ryan's Notes
Ryan's Slides
|
| Sept 28 |
VC Dimension, Rademacher Complexity |
GHC 8228
|
4-5pm
|
Nina's old notes
|
| Oct 2 |
SVMs |
GHC 4215
|
5-6pm
|
Chapter 15, 26.3 of Shalev-Shwartz and Ben-David
SVM Notes by Andrew Ng
|
| Oct 9 |
Project Proposals |
GHC 4215
|
5-6pm
|
--
|
| Oct 16 |
Recurrent Neural Networks |
GHC 4215
|
5-6pm
|
Russ's Slides
|
| Oct 23 |
Neural Networks |
GHC 4215
|
5-6pm
|
Notes
|
| Oct 30 |
--Cancelled--
|
GHC 4215
|
5-6pm
|
--
|
| Nov 6 |
Expectation Maximization |
GHC 4215
|
5-6pm
|
Prev 10715 Slides
CS229 Notes
CS229 Notes
|
| Nov 13 |
Clustering |
GHC 4215
|
5-6pm
|
Notes
|
| Nov 20 |
Active Learning |
GHC 4215
|
5-6pm
|
Nina's Notes
|
| Nov 27 |
--Cancelled-- |
GHC 4215
|
5-6pm
|
--
|
