Stability and Resampling Methods for Clustering

Stability and convergence

author: Nati Srebro, TTI Chicago

Categories

Top: Computer Science: Machine Learning: Clustering

You might be experiencing some problems with Your Video player.

*Slides*
0:00	Some Questions on Stability and Finite Samples
1:02	Setup
1:48	What Does Stability Tell Us?
12:49	Stability ) Convergence
21:59	J(A(S),D) vs. d(A(S),A(D))
29:59	Stability ) Convergence
30:05	Stability, but far from converging
37:42	Stability ) Convergence, Correction:
39:42	Stability of Local Search
46:28	Are there local maxima in the infinite-sample likelihood of Gaussian mixture estimation?
51:59	Are there local maxima in the infinite-sample likelihood of Gaussian mixture estimation?

Lecture rating

People found this lecture:
Worth seeing
because it is:
Valuable and informative
Well presented
Easily understandable
Acceptably recorded
You need to login to cast your vote.

Report a problem or upload files

If you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.