The Basic Idea of EM

نویسنده

  • Jianxin Wu
چکیده

4 The Expectation-Maximization algorithm 7 4.1 Jointly-non-concave incomplete log-likelihood . . . . . . . . . . . 7 4.2 (Possibly) Concave complete data log-likelihood . . . . . . . . . . 8 4.3 The general EM derivation . . . . . . . . . . . . . . . . . . . . . 9 4.4 The E& M-steps . . . . . . . . . . . . . . . . . . . . . . . . . . 11 4.5 The EM algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . 12 4.6 Will EM converge? . . . . . . . . . . . . . . . . . . . . . . . . . . 12

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تاریخ انتشار 2017