| 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 | ||