Generalized Principal Component Analysis

Generalized Principal Component Analysis

Neyman Seminar
Apr 6, 2011, 04:10 PM - 05:00 PM | 1011 Evans Hall | Happening As Scheduled
Shankar Sastry, Departments of EECS, Bioengineering and Mechanical Engineering, University of California, Berkeley
Over the past two decades, we have seen tremendous advances on the simultaneous segmentation and estimation of a collection of models from sample data points, without knowing which points correspond to which model. Most existing segmentation methods treat this problem as "chicken-and-egg", and iterate between model estimation and data segmentation. This course will show that for a wide variety of...