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| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| sup_lrn2.pdf | 2023-05-09 07:46 | 1.1M | |
| sup_lrn1.pdf | 2023-05-09 07:45 | 3.0M | |
| rem/ | 2023-05-09 22:47 | - | |
| rem.zip | 2023-05-09 22:16 | 28M | |
| regr_2_old.pdf | 2019-02-14 15:38 | 819K | |
| regr_2.pdf | 2019-03-06 11:43 | 930K | |
| regr_1_old.pdf | 2019-02-14 15:38 | 1.0M | |
| regr_1.pdf | 2019-03-06 11:43 | 717K | |
| paper2.pdf | 2019-04-25 19:39 | 362K | |
| paper1.pdf | 2019-04-25 19:39 | 390K | |
| log_regr.pdf | 2021-05-04 11:16 | 824K | |
| gmm.pdf | 2019-03-06 11:43 | 1.2M | |
| exact/ | 2023-05-09 22:23 | - | |
| exact.zip | 2023-05-09 22:13 | 38M | |
| erm.pdf | 2019-03-06 11:43 | 766K | |
| cslt_reg2.pdf | 2023-05-09 07:49 | 1.2M | |
| cslt_reg1.pdf | 2023-03-21 22:11 | 848K | |
| cslt_assn2.pdf | 2019-02-26 19:47 | 464K | |
| TL_DA_MAR-2023.pdf | 2023-05-09 08:06 | 3.7M | |
| TL&DA_MAR-2020.pdf | 2021-01-09 12:02 | 3.7M | |
| Statistical_Theorems_2018.pdf | 2018-01-22 19:01 | 490K | |
| PAT_RECOGN_CSLT_0LD.pdf | 2019-03-06 11:43 | 13M | |
| PAT_RECOGN_CSLT.pdf | 2023-05-09 07:53 | 12M | |
| Murphy_LASSO.pdf | 2019-03-06 11:43 | 967K | |
| Murphy_Chap_7_9_10.pdf | 2023-05-09 08:00 | 344K | |
| Murphy_13.4Proximal Gradient.pdf | 2019-04-22 12:04 | 841K | |
| ML_unit3_classif_methods.pdf | 2019-03-19 11:23 | 1.0M | |
| ML_SD_svm_v4_APR-2020.pdf | 2021-01-09 12:03 | 3.3M | |
| ML_DEFN_04_23.pdf | 2023-05-09 07:43 | 3.1M | |
| LSQ_REGR_SLT_2019.pdf | 2023-03-26 18:30 | 11M | |
| LSQ_REGR_SLT_03-2023.pdf | 2023-03-21 22:14 | 11M | |
| LAR_hastie_2018.pdf | 2019-03-06 11:43 | 409K | |
| INTRO_CSLT.pdf | 2023-05-09 07:40 | 2.5M | |
| Handout_2023.pdf | 2023-02-03 13:23 | 150K | |
| Gaussian Mixture Model (GMM) - EM - PRML.pdf | 2023-04-01 08:33 | 2.3M | |
| CSLT_TA_handout_2021.pdf | 2021-02-09 17:23 | 126K | |
| CSLT_LIN_ALG_Basics-2023_old2.pdf | 2023-03-20 16:53 | 3.7M | |
| CSLT_LIN_ALG_Basics-2023_old.pdf | 2023-02-12 21:20 | 2.8M | |
| CSLT_LIN_ALG_Basics-2023.pdf | 2023-02-10 20:03 | 2.8M | |
| CSLT-stat_THEOREMS+Prob_SEL_2023.pdf | 2023-05-09 08:17 | 15M | |
| CSLT-LOG_REGR-23.pdf | 2023-05-09 08:05 | 1.2M | |
| CSLT-CLUSTERING_Apr-23.pdf | 2023-05-09 07:56 | 4.6M | |
| COV_SVD+PCA.pdf | 2023-05-09 08:19 | 3.3M | |
| Basics_la.pdf | 2023-02-08 18:52 | 2.9M | |
| Assign2_2021.docx.pdf | 2021-04-19 14:43 | 80K | |
| Assign1_2021.pdf | 2021-03-09 19:32 | 588K | |
| ADMM_CSLT.pdf | 2023-05-09 08:02 | 1.2M | |
| ADMM.pdf | 2019-04-22 15:44 | 881K | |