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Oznake: computer science;algorithmic information theory;machine learning
In this theoretical paper we develop an asymptotic theory for Linear-Chain Conditional Random Fields (L-CRFs) and apply it to derive conditions under which the Maximum Likelihood Estimates (MLEs) of the model weights are strongly consistent. We first define L-CRFs for infinite sequences and analyze ...
Leto: 2011 Vir: videolectures.net
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