date topic paper number paper name student
23-Oct-09 Introduction (Gideon) administrative + prml chapter 1: pages 1-4 (20-23 of PDF)      
30-Oct-09 polynomial curve fitting: PRML pages  23 – 31   1 PRML1 irit
06-Nov-09 Curve fitting re-visited, Bayesian curve fitting, curse of dimensionality  47-57 2 PRML2 gregory
13-Nov-09 no seminar      
20-Nov-09 decision theory, 57-67 (up to information theory – not inclusive); 3 PRML3 guy
27-Nov-09 naïve bayes & logistic regression 4 NBayesLogReg.pdf 306483371
04-Dec-09 Knn + LSH 5 lsh_tutorial.pdf 025568080
11-Dec-09 no seminar      
18-Dec-09 SVM 6 support-vector-machines4.pdf sami
25-Dec-09 random forests 7   036164978
01-Jan-10 Boosting 8 intro_boosting.pdf 033756487
08-Jan-10 EM 9 em_tutorial.pdf 021347570
15-Jan-10 Feature selection 10 introduction_feature_selection.pdf 031700792
22-Jan-10 Kernel PCA 12 kernel_pca.pdf 032437030
29-Jan-10 Indepndent Componenr Analysis 13 ica.pdf nadav