9:04Laplacian Eigenmaps
A 9-minute video from Jisu Kim: “Laplacian Eigenmaps”.
Jisu Kim
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9:04
1:17:39Lecture 02: Function Spaces
A 78-minute video from Jisu Kim: “Lecture 02: Function Spaces”.
1:21:10Lecture 03: Concentration of Measure
A 81-minute video from Jisu Kim: “Lecture 03: Concentration of Measure”.
1:17:03Lecture 04: Concentration of Measure
A 77-minute video from Jisu Kim: “Lecture 04: Concentration of Measure”.
1:18:50Lecture 05: Linear Regression
A 79-minute video from Jisu Kim: “Lecture 05: Linear Regression”.
1:18:28Lecture 06: Nonparametric Regression
A 78-minute video from Jisu Kim: “Lecture 06: Nonparametric Regression”.
1:19:41Lecture 07: Nonparametric Regression
A 80-minute video from Jisu Kim: “Lecture 07: Nonparametric Regression”.
1:21:08Lecture 08: Trend filtering
A 81-minute video from Jisu Kim: “Lecture 08: Trend filtering”.
1:20:02Lecture 09: Linear Classification
A 80-minute video from Jisu Kim: “Lecture 09: Linear Classification”.
1:07:36Lecture 10: Nonparametric Classification
A 68-minute video from Jisu Kim: “Lecture 10: Nonparametric Classification”.
1:21:43Lecture 11: Minimax Theory
A 82-minute video from Jisu Kim: “Lecture 11: Minimax Theory”.
1:16:08Lecture 12: Minimax Theory
A 76-minute video from Jisu Kim: “Lecture 12: Minimax Theory”.
1:20:25Lecture 13: Nonparametric Bayes
A 80-minute video from Jisu Kim: “Lecture 13: Nonparametric Bayes”.
1:17:05Lecture 14: Boosting
A 77-minute video from Jisu Kim: “Lecture 14: Boosting”.
1:17:38Lecture 15: Clustering
A 78-minute video from Jisu Kim: “Lecture 15: Clustering”.
1:19:19Lecture 16: Clustering
A 79-minute video from Jisu Kim: “Lecture 16: Clustering”.
1:21:00Lecture 17: Clustering
A 81-minute video from Jisu Kim: “Lecture 17: Clustering”.
1:15:43Lecture 18: Graphical Models
A 76-minute video from Jisu Kim: “Lecture 18: Graphical Models”.
1:21:02Lecture 19: Graphical Models
A 81-minute video from Jisu Kim: “Lecture 19: Graphical Models”.
1:19:57Lecture 20: Graphical Models
A 80-minute video from Jisu Kim: “Lecture 20: Graphical Models”.
1:18:03Lecture 21: Graphical Models
A 78-minute video from Jisu Kim: “Lecture 21: Graphical Models”.
1:21:33Lecture 22: Dimension Reduction
A 82-minute video from Jisu Kim: “Lecture 22: Dimension Reduction”.
1:21:04Lecture 23: Dimension Reduction & Random Matrix Theory
A 81-minute video from Jisu Kim: “Lecture 23: Dimension Reduction & Random Matrix Theory”.