530 search results - page 29 / 106 » Dirichlet Process Mixtures of Generalized Linear Models |
114
Voted
UAI
2004
15 years 5 months ago
2004
The paper introduces mixed networks, a new framework for expressing and reasoning with probabilistic and deterministic information. The framework combines belief networks with con...
118
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
—Discriminative Training (DT) methods for acoustic modeling, such as MMI, MCE, and SVM, have been proved effective in speaker recognition. In this paper we propose a DT method fo...
105
Voted
ECML
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. We study discriminative joint density models, that is, generative models for the joint density p(c, x) learned by maximizing a discriminative cost function, the condition...
136
Voted
PRL
2006
15 years 3 months ago
2006
A wrapped feature selection process is proposed in the context of robust clustering based on Laplace mixture models. The clustering approach we consider is a generalization of the...
131
Voted
CIKM
2009
Springer
15 years 10 months ago
2009
Springer
Topic-based text summaries promise to help average users quickly understand a text collection and derive insights. Recent research has shown that the Latent Dirichlet Allocation (...