9719 search results - page 464 / 1944 » Inference for Multiplicative Models |
121
click to vote
SCAM
2008
IEEE
15 years 11 months ago
2008
IEEE
An appropriate translation of the data model is central to any language migration effort. Finding a mapping between original and target data models may be challenging for legacy l...
125
click to vote
ICMCS
2007
IEEE
15 years 11 months ago
2007
IEEE
We present a two-layer generative model for sport video mining that is composed of a two-layer observation model. The first layer is the Gaussian mixture model (GMM) using framew...
154
click to vote
AAAI
2008
15 years 7 months ago
2008
Matrix factorization algorithms are frequently used in the machine learning community to find low dimensional representations of data. We introduce a novel generative Bayesian pro...
151
click to vote
ACL
2009
15 years 2 months ago
2009
In this paper, we propose a new Bayesian model for fully unsupervised word segmentation and an efficient blocked Gibbs sampler combined with dynamic programming for inference. Our...
172
click to vote
NIPS
2001
15 years 6 months ago
2001
We describe latent Dirichlet allocation (LDA), a generative probabilistic model for collections of discrete data such as text corpora. LDA is a three-level hierarchical Bayesian m...