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175
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CVPR
2012
IEEE
13 years 7 months ago
2012
IEEE
We describe a novel max-margin parameter learning approach for structured prediction problems under certain non-decomposable performance measures. Structured prediction is a commo...
151
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BMCBI
2006
15 years 5 months ago
2006
Background: Modeling of gene expression data from time course experiments often involves the use of linear models such as those obtained from principal component analysis (PCA), i...
151
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ICRA
2006
IEEE
15 years 11 months ago
2006
IEEE
— We present a probabilistic framework for visual correspondence, inertial measurements and Egomotion. First, we describe a simple method based on Gabor filters to produce corre...
146
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ECCV
2010
Springer
15 years 10 months ago
2010
Springer
Abstract. Compressive sensing (CS) is a new approach for the acquisition and recovery of sparse signals and images that enables sampling rates significantly below the classical Ny...
164
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IPPS
2002
IEEE
15 years 10 months ago
2002
IEEE
The goal of this research is to develop performance profiles of parallel and distributed applications in order to predict their execution time under different network conditions....