Bayesian Learning

method ID: bayesianlearning

Related Papers

Bayesian Learning of Gaussian Mixture Densities for Hidden Markov Models

Authors: nan

Publication: TIPSTER (1991)

DOI: nan

An investigation into the use of Bayesian learning of the parame- ters of a multivariate Gaassian mixture density has been carried out. In a continuous density hidden Markov model (CDHMM) …...

7331

Much ado about nothing: A social network model of Russian paradigmatic gaps

Authors: nan

Publication: TIPSTER (2007)

DOI: nan

A number of Russian verbs lack 1sg non- past forms. These paradigmatic gaps are puzzling because they seemingly contradict the highly productive nature of inflectional systems. We model the persistence …...

36556

Using Word-Dependent Transition Models in HMM-Based Word Alignment for Statistical Machine Translation

Authors: nan

Publication: TIPSTER (2007)

DOI: nan

In this paper, we present a Bayesian Learn- ing based method to train word dependent transition models for HMM based word alignment. We present word alignment re- sults on the …...

27138