801 search results - page 104 / 161 » Estimating Likelihoods for Topic Models |
111
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
Beamformers are spatial filters that pass source signals in particular focused locations while suppressing interference from elsewhere. The widely-used minimum variance adaptive b...
83
Voted
TIP
2002
15 years 11 days ago
2002
We address the problem of Bayesian image reconstruction with a prior that captures the notion of a clustered intensity histogram. The problem is formulated in the framework of a j...
114
Voted
NIPS
2004
15 years 2 months ago
2004
In this paper we propose a probabilistic model for online document clustering. We use non-parametric Dirichlet process prior to model the growing number of clusters, and use a pri...
95
Voted
SIGIR
2009
ACM
15 years 7 months ago
2009
ACM
The inclusion of document length factors has been a major topic in the development of retrieval models. We believe that current models can be further improved by more refined est...
137
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AAAI
2012
13 years 3 months ago
2012
This paper concerns learning and prediction with probabilistic models where the domain sizes of latent variables have no a priori upper-bound. Current approaches represent prior d...