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,...

Bibliografske podrobnosti
Main Authors:	Wang, P, Blunsom, P
Format:	Conference item
Izdano:	Neural Information Processing Systems 2015

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