Stability and convergence

Posted in Science on September 02, 2008

Stability and convergence

Lecture slides:

  • Some Questions on Stability and Finite Samples
  • Setup
  • What Does Stability Tell Us?
  • Stability – Convergence
  • J(A(S),D) vs. d(A(S),A(D))
  • Stability – Convergence
  • Stability, but far from converging
  • Stability – Convergence, Correction:
  • Stability of Local Search
  • Are there local maxima in the infinite-sample likelihood of Gaussian mixture estimation?

Author: Nati Srebro, Tti Chicago

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Tags: Science, Lectures, Computer Science, Clustering, Machine Learning, VideoLectures.Net