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Design and Generalization Analysis of Orthogonal Matching Pursuit Algorithms

Hussain, Z; Shawe-Taylor, J; Hardoon, DR; Dhanjal, C; (2011) Design and Generalization Analysis of Orthogonal Matching Pursuit Algorithms. IEEE TRANSACTIONS ON INFORMATION THEORY , 57 (8) pp. 5326-5341. 10.1109/TIT.2011.2158880.

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Type: Article
Title: Design and Generalization Analysis of Orthogonal Matching Pursuit Algorithms
DOI: 10.1109/TIT.2011.2158880
Keywords: Science & Technology, Technology, Computer Science, Information Systems, Engineering, Electrical & Electronic, Computer Science, Engineering, Kernel methods, matching pursuit, Nystrom approximation, principle components analysis, sample compression bounds, sparse kernel canonical correlation analysis, sparsity, LOCAL RADEMACHER COMPLEXITIES, COMPONENT ANALYSIS, NOISE, CLASSIFICATION, DICTIONARIES, MINIMIZATION, RECOVERY
UCL classification: UCL > School of BEAMS
UCL > School of BEAMS > Faculty of Engineering Science
URI: http://discovery.ucl.ac.uk/id/eprint/1336818
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