Sciweavers

297 search results - page 5 / 60
» Topologically-constrained latent variable models
Sort
View
WSDM
2012
ACM
201views Data Mining» more  WSDM 2012»
12 years 5 months ago
Scalable inference in latent variable models
Amr Ahmed, Mohamed Aly, Joseph Gonzalez, Shravan N...
ICML
2007
IEEE
14 years 10 months ago
Discriminative Gaussian process latent variable model for classification
Supervised learning is difficult with high dimensional input spaces and very small training sets, but accurate classification may be possible if the data lie on a low-dimensional ...
Raquel Urtasun, Trevor Darrell
NIPS
2007
13 years 11 months ago
Modeling homophily and stochastic equivalence in symmetric relational data
This article discusses a latent variable model for inference and prediction of symmetric relational data. The model, based on the idea of the eigenvalue decomposition, represents ...
Peter Hoff
ARTMED
2004
74views more  ARTMED 2004»
13 years 9 months ago
Latent variable discovery in classification models
The naive Bayes model makes the often unrealistic assumption that the feature variables are mutually independent given the class variable. We interpret a violation of this assumpt...
Nevin Lianwen Zhang, Thomas D. Nielsen, Finn Verne...
COLING
2010
13 years 4 months ago
A Discriminative Latent Variable-Based "DE" Classifier for Chinese-English SMT
Syntactic reordering on the source-side is an effective way of handling word order differences. The (DE) construction is a flexible and ubiquitous syntactic structure in Chinese w...
Jinhua Du, Andy Way