Stochastic collapsed variational inference for hidden Markov models

Stochastic collapsed variational inference for hidden Markov models

Stochastic variational inference for collapsed models has recently been successfully applied to large scale topic modelling. In this paper, we propose a stochastic collapsed variational inference algorithm for hidden Markov models, in a sequential data setting. Given a collapsed hidden Markov Model,...

书目详细资料
Main Authors:	Wang, P, Blunsom, P
格式:	Conference item
出版:	Neural Information Processing Systems 2015

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