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» The Generalized PatchMatch Correspondence Algorithm
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STOC
1997
ACM
97views Algorithms» more  STOC 1997»
15 years 1 months ago
Using and Combining Predictors That Specialize
Abstract. We study online learning algorithms that predict by combining the predictions of several subordinate prediction algorithms, sometimes called “experts.” These simple a...
Yoav Freund, Robert E. Schapire, Yoram Singer, Man...
CDC
2008
IEEE
102views Control Systems» more  CDC 2008»
15 years 4 months ago
Area-constrained coverage optimization by robotic sensor networks
Abstract— This paper studies robotic sensor networks performing coverage optimization tasks with area constraints. The network coverage of the environment is a function of the ro...
Jorge Cortés
ICML
2004
IEEE
15 years 10 months ago
Surrogate maximization/minimization algorithms for AdaBoost and the logistic regression model
Surrogate maximization (or minimization) (SM) algorithms are a family of algorithms that can be regarded as a generalization of expectation-maximization (EM) algorithms. There are...
Zhihua Zhang, James T. Kwok, Dit-Yan Yeung
EWSN
2008
Springer
15 years 9 months ago
Resilient Coding Algorithms for Sensor Network Data Persistence
Storing and disseminating coded information instead of the original data can bring significant performance improvements to sensor network protocols. Such methods reduce the risk of...
Daniele Munaretto, Jörg Widmer, Michele Rossi...
ICIP
1995
IEEE
15 years 1 months ago
Multigrid adaptive image processing
We consider a general weighted least squares approximation problem with a membrane spline regularization term. The key parameters in this formulation are the weighting factors whi...
Michael Unser