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    UAI
    2003
    172views Artificial Intelligence» more  UAI 2003»
    On the Convergence of Bound Optimization Algorithms
    14 years 1 months ago
    On the Convergence of Bound Optimization Algorithms
    Download  cs.nyu.edu
    Many practitioners who use EM and related algorithms complain that they are sometimes slow. When does this happen, and what can be done about it? In this paper, we study the gener...
    Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahra...
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    ICML
    2003
    IEEE
    142views Machine Learning» more  ICML 2003»
    Adaptive Overrelaxed Bound Optimization Methods
    15 years 1 months ago
    Adaptive Overrelaxed Bound Optimization Methods
    Download  www.hpl.hp.com
    We study a class of overrelaxed bound optimization algorithms, and their relationship to standard bound optimizers, such as ExpectationMaximization, Iterative Scaling, CCCP and No...
    Ruslan Salakhutdinov, Sam T. Roweis
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