![[ICO]](/icons/blank.gif) | Name | Last modified | Size | Description |
|---|
|
|---|
![[PARENTDIR]](/icons/back.gif) | Parent Directory | | - | |
![[ ]](/icons/layout.gif) | MLETutorial.pdf | 2006-11-22 11:51 | 69K | |
![[ ]](/icons/unknown.gif) | AlgebraTutorial.doc | 2006-11-26 06:42 | 216K | |
| compTheory.pdf | 2007-01-08 09:12 | 319K | |
| EM-Bishop.pdf | 2007-01-15 13:09 | 1.4M | |
| 5_Tutorial_bayesianRisk.pdf | 2008-05-21 13:14 | 85K | |
| 7_LectureMLE.pdf | 2008-05-28 20:33 | 302K | |
| 7_MLE Tutorial.pdf | 2008-05-28 20:34 | 69K | |
| 8_NaiveBayes.pdf | 2008-06-01 13:06 | 145K | |
| 8_PDE_Bayesian.pdf | 2008-06-02 14:34 | 92K | |
| 9_ParzenWin.pdf | 2008-06-04 19:28 | 623K | |
| 10_KNN.pdf | 2008-06-12 08:58 | 783K | |
| 11_LDF.pdf | 2008-06-15 13:00 | 533K | |
| 12_MSE.pdf | 2008-06-18 06:39 | 383K | |
| NN_intro.pdf | 2008-06-18 06:43 | 340K | |
| Regression.pdf | 2008-07-07 09:15 | 173K | |
![[TXT]](/icons/text.gif) | course_contents.html | 2008-09-11 06:38 | 77K | |
| 2_Probability.pdf | 2009-03-07 11:49 | 1.4M | |
| 4_Bayesian.pdf | 2009-03-15 13:13 | 331K | |
| ParzenWindow.pdf | 2009-04-26 10:13 | 498K | |
| MSE_tmp.pdf | 2009-05-17 07:24 | 274K | |
| ML_theory.pdf | 2009-06-14 12:43 | 567K | |
| VC_complex.pdf | 2009-06-21 10:16 | 189K | |
| 6_Normal_Variables.pdf | 2010-03-14 12:28 | 2.1M | |
| MLE-Tutorial.pdf | 2010-03-21 13:25 | 67K | |
| PCA_Fisher.pdf | 2010-05-16 13:08 | 347K | |
![[ ]](/icons/compressed.gif) | DT.zip | 2010-05-23 06:14 | 36K | |
| Regression_new.pdf | 2010-05-23 07:58 | 704K | |
| Classification-Intro.pdf | 2011-02-27 10:01 | 874K | |
| Bayesian_Decision.pdf | 2011-03-06 13:15 | 348K | |
| Normal_Variables.pdf | 2011-03-13 12:05 | 2.5M | |
| LectureMLE.pdf | 2011-03-20 08:38 | 354K | |
| MLE Tutorial.pdf | 2011-03-20 08:49 | 67K | |
| PDE_Bayesian_NB.ppt.filepart | 2011-03-20 08:58 | 552K | |
| KNN.pdf | 2011-04-03 12:11 | 568K | |
| PCA.pdf | 2011-04-10 09:58 | 284K | |
| Fisher.pdf | 2011-04-10 10:37 | 181K | |
| LDF.pdf | 2011-05-01 10:56 | 502K | |
| SVM.pdf | 2011-05-15 09:52 | 253K | |
| Boosting.pdf | 2011-05-22 11:24 | 186K | |
| Clustering.pdf | 2011-06-12 08:19 | 695K | |
| Introduction.pdf | 2012-03-07 16:20 | 417K | |
| Tutorial_bayesianRisk.pdf | 2012-03-25 14:00 | 259K | |
| PDE_Bayesian_NB.pdf | 2012-04-14 19:12 | 347K | |
| ParzenWin.pdf | 2012-04-29 11:58 | 753K | |
| MSE.pdf | 2012-05-13 09:58 | 370K | |
| DecisionTrees.pdf | 2012-05-19 07:49 | 224K | |
| Regression_short.pdf | 2012-06-04 05:16 | 386K | |
| Complex_VC_Ex.pdf | 2012-06-09 15:21 | 455K | |
| ML-theory&CrossVal.pdf | 2012-06-09 15:36 | 423K | |
| Clustering_short.pdf | 2012-06-17 02:20 | 447K | |
|
|---|