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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, COMPUTER SCIENCE, INFORMATION SYSTEMS, ENGINEERING, ELECTRICAL & ELECTRONIC, 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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