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Collaborative representation is well known owing to its good performance in classification, especially classification on high-dimensional data. Collaborative representation does very well in classification problems of high-dimensional data, e.g., images classification. In this paper, we point out that conventional algorithm for collaborative representation does not well exert its potential. Our analysis...
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