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» A Structured Set of Higher-Order Problems
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119
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NIPS
2004
15 years 5 months ago
Expectation Consistent Free Energies for Approximate Inference
We propose a novel a framework for deriving approximations for intractable probabilistic models. This framework is based on a free energy (negative log marginal likelihood) and ca...
Manfred Opper, Ole Winther
115
Voted
SCM
2003
15 years 5 months ago
Dissecting Configuration Management Policies
A configuration management policy specifies the procedures through which a user evolves artifacts stored in a configuration management system. Different configuration management sy...
Ronald van der Lingen, André van der Hoek
136
Voted
ESA
2010
Springer
183views Algorithms» more  ESA 2010»
15 years 4 months ago
Spatio-temporal Range Searching over Compressed Kinetic Sensor Data
As sensor networks increase in size and number, efficient techniques are required to process the very large data sets that they generate. Frequently, sensor networks monitor object...
Sorelle A. Friedler, David M. Mount
128
Voted
ICML
2010
IEEE
15 years 4 months ago
Active Learning for Networked Data
We introduce a novel active learning algorithm for classification of network data. In this setting, training instances are connected by a set of links to form a network, the label...
Mustafa Bilgic, Lilyana Mihalkova, Lise Getoor
138
Voted
CGF
2010
153views more  CGF 2010»
15 years 3 months ago
Localized Delaunay Refinement for Sampling and Meshing
The technique of Delaunay refinement has been recognized as a versatile tool to generate Delaunay meshes of a variety of geometries. Despite its usefulness, it suffers from one la...
Tamal K. Dey, Joshua A. Levine, A. Slatton