2005/12/06
Midterm II from Fall 2004.
2005/12/05
Second midterm will be held in CSE E404 on Wednesday 12/07/2005 from
6PM to midnight. You may bring class notes, homeworks, homework
solutions, old midterms and old midterm solutions, the recommended
books for the class (Bishop, Haykin, Duda and Hart and Vapnik) and
journal articles and papers (on LLE, SOFM, ICA).
2005/12/03
Local Linear Embedding (LLE) paper
2005/12/03
Independent component
analysis (ICA) paper
2005/11/28
Notes on the Yale
Face Database. The actual database can be downloaded from this location.
2005/11/23
Homework
6 (due Monday, Dec. 5th, 2005)
2005/11/23
Kohonen's self-organizing feature
map paper.
2005/11/14
Homework
5 (due Monday,
Nov. 21st, 2005)
2005/10/25
Homework
4 (due Friday, Nov. 4th, 2005)
2005/10/12
The World View Quiz
is now
available. Please advertise. The first project has to do with reverse
engineering the quiz. You are expected to run i) SVMs, ii) RBFs, iii)
MLP, iv) Kernel Fisher Discriminants (KFD) in multi-label
classification mode.
2005/10/10
Midterm
1 from Fall 2004 and Midterm 1 from Fall 2002.
2005/10/04
Homework
3 (due Friday, Oct. 14th, 2005)
2005/09/28
Homework
1 Solutions
2005/09/23
Homework
2 (due Monday, Oct. 3rd, 2005)
2005/09/06
Homework 1 (due Monday
Sept. 19th, 2005): Bishop 1.1, 1.2, 3.2, 3.4,
3.7, 3.11