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    ICML
    2006
    IEEE
    151views Machine Learning» more  ICML 2006»
    Accelerated training of conditional random fields with stochastic gradient methods
    15 years 6 months ago
    Accelerated training of conditional random fields with stochastic gradient methods
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    We apply Stochastic Meta-Descent (SMD), a stochastic gradient optimization method with gain vector adaptation, to the training of Conditional Random Fields (CRFs). On several larg...
    S. V. N. Vishwanathan, Nicol N. Schraudolph, Mark ...
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