| Course Project Guidelines.docx |
31.87kB |
| homework/homework4_code.zip |
63.68kB |
| additional notes/additional notes for ch8.pdf |
125.38kB |
| 19_SSL_EoML.pdf |
138.32kB |
| additional notes/additional notes for ch7.pdf |
154.62kB |
| additional notes/additional notes for ch5.pdf |
155.73kB |
| 19_colt98_final.ps |
161.88kB |
| additional notes/additional notes for ch2.pdf |
163.48kB |
| additional notes/additional notes for ch9.pdf |
166.79kB |
| homework/homework1.pdf |
169.35kB |
| homework/homework3.pdf |
170.32kB |
| recitation/r01_math_decision_trees.pdf |
170.38kB |
| 16_perceptron-notes.pdf |
173.54kB |
| homework/homework4.pdf |
176.56kB |
| 08_sc-2015.pdf |
181.04kB |
| homework/homework2.pdf |
182.59kB |
| homework/homework3_sol.pdf |
183.95kB |
| additional notes/additional notes for ch3.pdf |
185.07kB |
| 18_cs229-notes3.pdf |
193.34kB |
| 07_NBayesLogReg.pdf |
193.56kB |
| 15_schapire02boosting_schapire.pdf |
199.55kB |
| homework/homework1_sol.pdf |
210.40kB |
| homework/homework7.pdf |
213.36kB |
| homework/homework6.pdf |
213.46kB |
| 20_al-survey-enc-algos.pdf |
217.98kB |
| homework/homework5.pdf |
220.43kB |
| Combining Labeled and Unlabeled Data with Co-Trainingy.pdf |
222.40kB |
| 19_joachims_99c.pdf |
222.69kB |
| homework/homework7_sol.pdf |
236.15kB |
| homework/homework2_sol.pdf |
238.89kB |
| 26_privacy_4-22-2015.pdf |
242.70kB |
| additional notes/additional notes for ch6.pdf |
255.41kB |
| 20_twoface.pdf |
271.70kB |
| homework/homework6_sol.pdf |
280.20kB |
| 07_Joint_MLE_MAP.pdf |
306.39kB |
| 15_nips-tutorial.pdf |
353.56kB |
| homework/homework4_sol.pdf |
378.67kB |
| additional notes/additional notes for ch1.pdf |
382.17kB |
| additional notes/additional notes for ch4.pdf |
413.87kB |
| 21_cluster-chapter.pdf |
452.47kB |
| Lecture15FinalPart1.pdf |
490.14kB |
| 16_boosting-percepton-margins_03-18-2015.pdf |
535.58kB |
| 17_margins-kernels_03-23-2015.pdf |
557.58kB |
| 01.Course Introduction.pdf |
651.81kB |
| 10_Theory3_2-16-2015.pdf |
721.05kB |
| 09_Theory2_2-11-2015.pdf |
779.18kB |
| homework/hw3_code.tar |
826.88kB |
| 08_Theory_2-9-2015.pdf |
875.74kB |
| 25_rl_4-20-2015.pdf |
892.65kB |
| 13_PAC-learning2_3-1-2011-ann.pdf |
895.98kB |
| 15_PAC-learning2_3-1-2011-ann.pdf |
895.98kB |
| 18_svm-ssl_03-25-2015.pdf |
897.85kB |
| 15_boosting_3-16-2015.pdf |
903.34kB |
| 02.Decision Tree Learning.pdf |
922.04kB |
| 12_GrMod1_2-23-2015-ann.pdf |
1.04MB |
| recitation/r04_regression.pptx |
1.16MB |
| 04_NBayes-1-26-2015-ann.pdf |
1.17MB |
| 22_pca-04-09-2015.pdf |
1.35MB |
| 11_GrMod1_2-18-2015-ann.pdf |
1.41MB |
| 20_al_4-1-2015.pdf |
1.44MB |
| 15_PAC-learning1-2-24-2011-ann.pdf |
1.51MB |
| 13_PAC-learning1-2-24-2011-ann.pdf |
1.51MB |
| 02_Overfitting_ProbReview-1-14-2015_ann.pdf |
1.58MB |
| 03_MLE_MAP_NBayes-1-21-2015_ann.pdf |
1.58MB |
| 21_clustering_4-6-2015.pdf |
1.62MB |
| 19_ssl_03-30-2015.pdf |
1.67MB |
| 07_GenDiscr2_2-4-2015-ann.pdf |
1.74MB |
| 25_NNets-701-3_24_2011_ann.pdf |
1.82MB |
| cotrain-tsvms-pca.pdf |
1.82MB |
| 20_settles.activelearning.pdf |
1.94MB |
| 05_GNB_1-28-2015-ann.pdf |
2.43MB |
| 13_GrMod3_2-25-2015-ann.pdf |
2.66MB |
| 14_GrMod4_3-4-2015-ann.pdf |
2.78MB |
| 13_pac learning 03_ann.pdf |
2.86MB |
| 15_PAC-learning1-10-11-2012_ANN.pdf |
2.86MB |
| 06_GenDiscr_LR_2-2-2015-ann.pdf |
3.20MB |
| 04_NBayes-1-26-2015.pptx.pdf |
3.91MB |
| 01_DTreesAndOverfitting-1-12-2015.pdf |
5.54MB |
| 23_nell_4-13-2015.pdf |
5.87MB |
| 26_deep_4-22-2015.pdf |
7.06MB |
| 24_nn_4-15-2015.pdf |
12.41MB |
| 26_deep_4-22-2015.mp4 |
108.90MB |
| 13_pac learning 03.mp4 |
127.35MB |
| 13_pac learning 02.mp4 |
135.15MB |
| 13_pac learning 01.mp4 |
157.38MB |
| 02_Overfitting_ProbReview.mp4 |
197.71MB |
| 18_cs229-notes3.mp4 |
198.51MB |
| 15_boosting_3-16-2015.mp4 |
199.07MB |
| 16_boosting-percepton-margins_03-18-2015.mp4 |
199.63MB |
| 12_GrMod1_2-23-2015-ann.mp4 |
200.52MB |
| 22_pca-04-09-2015.mp4 |
202.99MB |
| 09_Theory2_2-11-2015.mp4 |
203.79MB |
| 08_Theory_2-9-2015.mp4 |
204.06MB |
| 21_clustering_4-6-2015.mp4 |
204.33MB |
| 11_GrMod1.mp4 |
204.55MB |
| 07_GenDiscr2.mp4 |
206.54MB |
| 19_ssl_03-30-2015.mp4 |
207.23MB |
| 25_rl_4-20-2015.mp4 |
210.03MB |
| 10_Theory3_2-16-2015.mp4 |
210.90MB |
| 17_margins-kernels_03-23-2015.mp4 |
211.51MB |
| 01.Course Introduction.mp4 |
213.16MB |
| 20_al_4-1-2015.mp4 |
213.76MB |
| 05_GNB_1.mp4 |
215.63MB |
| 03_MLE_MAP_NBayes.mp4 |
215.97MB |
| 13_GrMod3_2-25-2015-ann.mp4 |
216.97MB |
| 04_NBayes.mp4 |
217.23MB |
| 23_nell_4-13-2015.mp4 |
220.79MB |
| 24_nn_4-15-2015.mp4 |
221.00MB |
| 14_GrMod4_3-4-2015-ann.mp4 |
222.40MB |
| 06_GenDiscr_LR_.mp4 |
223.87MB |
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