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Št. zadetkov: 2
Max-Margin Weight Learning for Markov Logic Networks
Tuyen Ngoc Huynh
Video in druga učna gradiva
Oznake:
Markov logic networks (MLNs) are an expressive representation for statistical relational learning that generalizes both first-order logic and graphical models. Existing discriminative weight learning methods for MLNs all try to learn weights that optimize the Conditional Log Likelihood (CLL) of the ...
Leto: 2009 Vir: videolectures.net
Discriminative Structure and Parameter Learning for Markov Logic Networks
Tuyen Ngoc Huynh
Video in druga učna gradiva
Oznake: computer science;machine learning;markov processes
Markov logic networks (MLNs) are an expressive representation for statistical relational learning that generalizes both first-order logic and graphical models. Existing methods for learning the logical structure of an MLN are not discriminative; however, many relational learning problems involve spe ...
Leto: 2008 Vir: videolectures.net
Št. zadetkov: 2
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