Data Mining (Spring 2023) - Distance metric learning + Outlier detection
Channel: UofU Data Science
Date: 06/04/2023

0:00 Recording starts 
0:42 Announcements
3:44 Distance metric learning 
14:59 Recasting the optimization objective
33:21 Optimization procedure 
39:05 DML-EIG
47:17 Classes of data noise
51:44 Outliers
53:08 Outlier removal 
1:02:31 Density-based approach
1:03:25 DBSCAN
1:11:13 Reverse nearest neighbors 
1:14:00 Matrix completion (intro)
1:18:23 Lecture end