4738 search results - page 609 / 948 » Correlated Data Inference |
187
click to vote
ICML
2010
IEEE
15 years 7 months ago
2010
IEEE
Discrete mixed membership modeling and continuous latent factor modeling (also known as matrix factorization) are two popular, complementary approaches to dyadic data analysis. In...
193
click to vote
ICML
2010
IEEE
15 years 7 months ago
2010
IEEE
Multiagent Inductive Learning is the problem that groups of agents face when they want to perform inductive learning, but the data of interest is distributed among them. This pape...
189
click to vote
ICASSP
2010
IEEE
15 years 7 months ago
2010
IEEE
In this paper, we develop algorithms for robust linear regression by leveraging the connection between the problems of robust regression and sparse signal recovery. We explicitly ...
177
click to vote
BIB
2010
15 years 7 months ago
2010
Dynamic molecular interactions play a central role in regulating the functioning of cells and organisms.The availability of experimentally determined large-scale cellular networks...
124
Voted
CSDA
2007
15 years 6 months ago
2007
Recently, there has been a considerable interest in finite mixture models with semi-/non-parametric component distributions. Identifiability of such model parameters is generall...