Collapsed variational inference for computational linguistics
<p>Bayesian modelling is a natural fit for tasks in computational linguistics, since it can provide interpretable structures, useful prior controls, and coherent management of uncertainty. However, exact Bayesian inference is intractable for many models of practical interest. Developing bot...
Autor principal: | Wang, P |
---|---|
Altres autors: | Blunsom, P |
Format: | Thesis |
Publicat: |
2016
|
Ítems similars
-
Collapsed Variational Bayesian Inference for PCFGs
per: Wang, P, et al.
Publicat: (2013) -
Collapsed variational inference for HDP
per: Teh, Y, et al.
Publicat: (2009) -
Stochastic collapsed variational inference for sequential data
per: Wang, P, et al.
Publicat: (2015) -
Collapsed Variational Bayesian Inference for Hidden Markov Models
per: Wang, P, et al.
Publicat: (2013) -
Stochastic collapsed variational inference for hidden Markov models
per: Wang, P, et al.
Publicat: (2015)