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Stability and convergence

Published on Jul 28, 20074259 Views

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Chapter list

Some Questions on Stability and Finite Samples00:00
Setup01:02
What Does Stability Tell Us?01:48
Stability ) Convergence12:49
J(A(S),D) vs. d(A(S),A(D))21:59
Stability ) Convergence29:59
Stability, but far from converging30:05
Stability ) Convergence, Correction:37:42
Stability of Local Search39:42
Are there local maxima in the infinite-sample likelihood of Gaussian mixture estimation?46:28
Are there local maxima in the infinite-sample likelihood of Gaussian mixture estimation?51:59