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06_GenDiscr_LR_.mp4 213.5 MB
14_GrMod4_3-4-2015-ann.mp4 212.09 MB
24_nn_4-15-2015.mp4 210.76 MB
23_nell_4-13-2015.mp4 210.56 MB
04_NBayes.mp4 207.17 MB
13_GrMod3_2-25-2015-ann.mp4 206.92 MB
03_MLE_MAP_NBayes.mp4 205.96 MB
05_GNB_1.mp4 205.64 MB
20_al_4-1-2015.mp4 203.86 MB
01.Course Introduction.mp4 203.29 MB
17_margins-kernels_03-23-2015.mp4 201.71 MB
10_Theory3_2-16-2015.mp4 201.13 MB
25_rl_4-20-2015.mp4 200.3 MB
19_ssl_03-30-2015.mp4 197.63 MB
07_GenDiscr2.mp4 196.97 MB
11_GrMod1.mp4 195.07 MB
21_clustering_4-6-2015.mp4 194.87 MB
08_Theory_2-9-2015.mp4 194.61 MB
09_Theory2_2-11-2015.mp4 194.35 MB
22_pca-04-09-2015.mp4 193.59 MB
12_GrMod1_2-23-2015-ann.mp4 191.23 MB
16_boosting-percepton-margins_03-18-2015.mp4 190.39 MB
15_boosting_3-16-2015.mp4 189.85 MB
18_cs229-notes3.mp4 189.31 MB
02_Overfitting_ProbReview.mp4 188.55 MB
13_pac learning 01.mp4 150.09 MB
13_pac learning 02.mp4 128.89 MB
13_pac learning 03.mp4 121.45 MB
26_deep_4-22-2015.mp4 103.85 MB
24_nn_4-15-2015.pdf 11.84 MB
26_deep_4-22-2015.pdf 6.74 MB
23_nell_4-13-2015.pdf 5.6 MB
01_DTreesAndOverfitting-1-12-2015.pdf 5.28 MB
04_NBayes-1-26-2015.pptx.pdf 3.73 MB
06_GenDiscr_LR_2-2-2015-ann.pdf 3.05 MB
13_pac learning 03_ann.pdf 2.73 MB
15_PAC-learning1-10-11-2012_ANN.pdf 2.73 MB
14_GrMod4_3-4-2015-ann.pdf 2.65 MB
13_GrMod3_2-25-2015-ann.pdf 2.54 MB
05_GNB_1-28-2015-ann.pdf 2.32 MB
20_settles.activelearning.pdf 1.85 MB
cotrain-tsvms-pca.pdf 1.74 MB
25_NNets-701-3_24_2011_ann.pdf 1.74 MB
07_GenDiscr2_2-4-2015-ann.pdf 1.66 MB
19_ssl_03-30-2015.pdf 1.59 MB
21_clustering_4-6-2015.pdf 1.55 MB
03_MLE_MAP_NBayes-1-21-2015_ann.pdf 1.51 MB
02_Overfitting_ProbReview-1-14-2015_ann.pdf 1.5 MB
15_PAC-learning1-2-24-2011-ann.pdf 1.44 MB
13_PAC-learning1-2-24-2011-ann.pdf 1.44 MB
20_al_4-1-2015.pdf 1.37 MB
11_GrMod1_2-18-2015-ann.pdf 1.34 MB
22_pca-04-09-2015.pdf 1.28 MB
04_NBayes-1-26-2015-ann.pdf 1.12 MB
recitation/r04_regression.pptx 1.1 MB
12_GrMod1_2-23-2015-ann.pdf 1019.21 KB
02.Decision Tree Learning.pdf 900.43 KB
15_boosting_3-16-2015.pdf 882.17 KB
18_svm-ssl_03-25-2015.pdf 876.8 KB
13_PAC-learning2_3-1-2011-ann.pdf 874.98 KB
15_PAC-learning2_3-1-2011-ann.pdf 874.98 KB
25_rl_4-20-2015.pdf 871.72 KB
08_Theory_2-9-2015.pdf 855.21 KB
homework/hw3_code.tar 807.5 KB
09_Theory2_2-11-2015.pdf 760.92 KB
10_Theory3_2-16-2015.pdf 704.15 KB
01.Course Introduction.pdf 636.54 KB
17_margins-kernels_03-23-2015.pdf 544.51 KB
16_boosting-percepton-margins_03-18-2015.pdf 523.03 KB
Lecture15FinalPart1.pdf 478.65 KB
21_cluster-chapter.pdf 441.86 KB
additional notes/additional notes for ch4.pdf 404.17 KB
additional notes/additional notes for ch1.pdf 373.21 KB
homework/homework4_sol.pdf 369.8 KB
15_nips-tutorial.pdf 345.27 KB
07_Joint_MLE_MAP.pdf 299.21 KB
homework/homework6_sol.pdf 273.63 KB
20_twoface.pdf 265.33 KB
additional notes/additional notes for ch6.pdf 249.42 KB
26_privacy_4-22-2015.pdf 237.01 KB
homework/homework2_sol.pdf 233.29 KB
homework/homework7_sol.pdf 230.62 KB
19_joachims_99c.pdf 217.47 KB
Combining Labeled and Unlabeled Data with Co-Trainingy.pdf 217.19 KB
homework/homework5.pdf 215.26 KB
20_al-survey-enc-algos.pdf 212.87 KB
homework/homework6.pdf 208.46 KB
homework/homework7.pdf 208.36 KB
homework/homework1_sol.pdf 205.46 KB
15_schapire02boosting_schapire.pdf 194.87 KB
07_NBayesLogReg.pdf 189.02 KB
18_cs229-notes3.pdf 188.81 KB
additional notes/additional notes for ch3.pdf 180.74 KB
homework/homework3_sol.pdf 179.64 KB
homework/homework2.pdf 178.31 KB
08_sc-2015.pdf 176.8 KB
homework/homework4.pdf 172.42 KB
16_perceptron-notes.pdf 169.47 KB
recitation/r01_math_decision_trees.pdf 166.39 KB
homework/homework3.pdf 166.33 KB
homework/homework1.pdf 165.38 KB
additional notes/additional notes for ch9.pdf 162.88 KB
additional notes/additional notes for ch2.pdf 159.65 KB
19_colt98_final.ps 158.09 KB
additional notes/additional notes for ch5.pdf 152.08 KB
additional notes/additional notes for ch7.pdf 151 KB
19_SSL_EoML.pdf 135.08 KB
additional notes/additional notes for ch8.pdf 122.44 KB
homework/homework4_code.zip 62.19 KB
Course Project Guidelines.docx 31.12 KB
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