Tel Aviv University Blavatnik School of Computer Science
Phone | Office | Office Hours | |||
---|---|---|---|---|---|
Instructor: | Ron Shamir | rshamir | 640-5383 | Schreiber 014 | By appointment |
TA: | Guy Harari | guyharar@gmail.com | 640-5394 | Schreiber 011 | By appointment |
Course Description and Prerequisites
Lecture notes:
Course Plan:
k-means, SOM, graph formulations, PCC, CAST
PCC proof, Hierarchical clustering, HCS
pdf2 (for HCS)
CLICK, FPF*, K-Boost*, PCA*
pdf (for FPF, KBoost, PCA)
Cheng-Church, OPSM
pdf (for OPSM)
Ron Shamir
Introduction to classification; dimension reduction
SVM, Golub Leukemia classification
Haussler et al, BHASIC*
Van't veer et al, Scherzer et al*
ISA, SAMBA
Plaid, CTWC, BIMAX*
ps (for CTWC)
pdf (for BIMAX)
Intro, PRIMA, CREME, Projection,
MEME, Amadeus*, Allegro*
amadeus paper.
allegro paper.
GO*, TANGO*, GSEA*
MATISSE* and more
pdf
(Expression and network analysis)
Dudi Ze'evi
* new material in 2009
Course Material and Handouts
Useful Links
rshamir AT tau DOT ac DOT il