43 search results - page 2 / 9 » Analysis of Variational Bayesian Matrix Factorization |
TNN
2008
13 years 5 months ago
2008
ICASSP
2011
IEEE
12 years 9 months ago
2011
IEEE
There has been a significant interest in the recovery of low-rank matrices from an incomplete of measurements, due to both theoretical and practical developments demonstrating th...
ICML
2010
IEEE
13 years 6 months ago
2010
IEEE
Recent research in machine learning has focused on breaking audio spectrograms into separate sources of sound using latent variable decompositions. These methods require that the ...
BMCBI
2007
13 years 5 months ago
2007
Background: Most existing algorithms for the inference of the structure of gene regulatory networks from gene expression data assume that the activity levels of transcription fact...
PAKDD
2009
ACM
14 years 4 days ago
2009
ACM
Abstract. We propose a new approach to modeling time-varying relational data such as e-mail transactions based on a dynamic extension of matrix factorization. To estimate effectiv...