Princeton University
Computer Science Department

Computer Science 511
Theoretical Machine Learning

Rob Schapire

Spring 2008

 


Directory
General Information | Schedule & Readings | Assignments | Final Project

 

#

Due

Topic

Graded by

0

Wednesday, February 6

Administrivia

 

1

Thursday, February 21

PAC Learning (hint on 3a)

Wei

2

Thursday, February 28

Sample size bounds and VC dimension (hint on 1b and 2)

Wei

3

Thursday, March 6

 Learning models & Chernoff (hint on 1a and 2b)

Zafer

4

Thursday, March 13

Boosting (hint on 3)

Umar

 

Thursday, April 3

Final Project (proposal only)

Rob

5

Thursday, April 3

SVM's and On-line Learning (hint on 3a)

Umar

6

Thursday, April 17

Winnow and Widrow-Hoff

Zafer

 

Tuesday, May 13
at 12 noon

Final Project (final report)

Rob

Here are statistics for the homeworks that have been graded so far.