Statistical machine learning cmu spring2016 | 07F1555918ED051809F0075FEDC0CD469A194C93

Statistical machine learning cmu spring2016

Name	statistical_machine_learning_cmu_spring2016	DOWNLOAD Copy Link
Total Size	28.2 GB
Total Files	39
Last Seen	2024-11-14 23:46
Hash	07F1555918ED051809F0075FEDC0CD469A194C93

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clustering.pdf	16.6 MB
Concentration-of-Measure.pdf	282.2 KB
densityestimation.pdf	1.5 MB
dimension_reduction.pdf	10.3 MB
functionspaces.pdf	224.6 KB
GraphicalModels.pdf	2.0 MB
Lecture 01 - Review-zcMnu-3wkWo.mp4	232.1 MB
Lecture 02 - Function Spaces-M6628Cm12YQ.mp4	297.2 MB
Lecture 03 - Concentration of Measure-WalRR9lcZcc.mp4	603.1 MB
Lecture 04 - Concentration of Measure-wbyKfeQMrTc.mp4	1.5 GB
Lecture 05 - Linear Regression-eltYWhGh9wY.mp4	1.5 GB
Lecture 06 - Nonparametric Regression-e9mN6UH5QIQ.mp4	1.6 GB
Lecture 07 - Nonparametric Regression-XB6uu-sHUMM.mp4	703.7 MB
Lecture 08 - Trend filtering-IXvTUiYB1Ec.mp4	1.6 GB
Lecture 09 - Linear Classification-aB3P4yGvEOE.mp4	1.6 GB
Lecture 10 - Nonparametric Classification-3we__CnE-xQ.mp4	1.3 GB
Lecture 11 - Minimax Theory-25mNchtk9eE.mp4	1.6 GB
Lecture 12 - Minimax Theory-UdoS-K2puu4.mp4	1.5 GB
Lecture 13 - Nonparametric Bayes--8kShV_24tM.mp4	1.2 GB
Lecture 14 - Boosting-cWpYY2yqYmU.mp4	1.6 GB
Lecture 15 - Clustering-SRk90fwsZGQ.mp4	777.5 MB
Lecture 16 - Clustering-JhR6KdqQAxs.mp4	779.0 MB
Lecture 17 - Clustering-D4kJkL3fyAg.mp4	1.6 GB
Lecture 18 - Graphical Models-9z0gebvwb3k.mp4	693.7 MB
Lecture 19 - Graphical Models-OcFMSWQstsE.mp4	1.6 GB
Lecture 20 - Graphical Models-xNh1s6nql30.mp4	855.5 MB
Lecture 21 - Graphical Models-z4q8DMB6cXk.mp4	1.6 GB
Lecture 22 - Dimension Reduction-xtgayLRW5RM.mp4	1.9 GB
Lecture 23 - Dimension Reduction & Random Matrix Theory-3qRVzS-7MOs.mp4	852.1 MB
Lecture 24 - Random Matrix Theory & Differential Privacy-ymqZMAvaVpw.mp4	687.9 MB
linearclassification.pdf	2.4 MB
LinearRegression.pdf	259.5 KB
minimax.pdf	353.1 KB
nonparbayes.pdf	313.5 KB
nonparclass.pdf	325.9 KB
NonparRegression.pdf	650.9 KB
random_matrix_theory.pdf	190.9 KB
Review.pdf	154.9 KB
syllabus.pdf	118.7 KB
Total files 39