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CORR
2004
Springer
133views Education» more  CORR 2004»
14 years 11 months ago
Information theory, multivariate dependence, and genetic network inference
We define the concept of dependence among multiple variables using maximum entropy techniques and introduce a graphical notation to denote the dependencies. Direct inference of in...
Ilya Nemenman
UAI
1998
15 years 29 days ago
Tractable Inference for Complex Stochastic Processes
The monitoring and control of any dynamic system depends crucially on the ability to reason about its current status and its future trajectory. In the case of a stochastic system,...
Xavier Boyen, Daphne Koller
JMLR
2012
13 years 2 months ago
Low rank continuous-space graphical models
Constructing tractable dependent probability distributions over structured continuous random vectors is a central problem in statistics and machine learning. It has proven diffic...
Carl Smith, Frank Wood, Liam Paninski
GRID
2008
Springer
14 years 11 months ago
ADL: An Algorithm Definition Language for SmartGridSolve
SmartGridSolve is an extension of GridSolve that expands the single task map and client-server model of GridRPC by implementing server to server communication and the mapping of a...
Michele Guidolin, Alexey L. Lastovetsky
ICDE
2007
IEEE
137views Database» more  ICDE 2007»
16 years 29 days ago
PASS Middleware for Distributed and Autonomous XML Message Processing
Basic message processing tasks, such as wellformedness checking and grammar validation, can be off-loaded from the service providers' own infrastructures. To enable effective...
Dirceu Cavendish, K. Selçuk Candan