10 search results - page 1 / 2 » Fast Variational Bayesian Inference for Non-Conjugate Matrix... |
JMLR
2012
11 years 7 months ago
2012
ICPR
2010
IEEE
13 years 12 months ago
2010
IEEE
In this paper we develop a probabilistic interpretation and a full Bayesian inference for non-negative matrix deconvolution (NMFD) model. Our ultimate goal is unsupervised extract...
BMCBI
2010
12 years 12 months ago
2010
Background: Nonparametric Bayesian techniques have been developed recently to extend the sophistication of factor models, allowing one to infer the number of appropriate factors f...
SDM
2010
SIAM
13 years 6 months ago
2010
SIAM
In recent years, matrix approximation for missing value prediction has emerged as an important problem in a variety of domains such as recommendation systems, e-commerce and onlin...
ICDM
2008
IEEE
13 years 11 months ago
2008
IEEE
In recent years, co-clustering has emerged as a powerful data mining tool that can analyze dyadic data connecting two entities. However, almost all existing co-clustering techniqu...