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Download free ebook : Algorithms for Sparsity-Constrained Optimization pdf



Book Description

This thesis demonstrates techniques that provide faster and more accurate solutions to a variety of problems in machine learning and signal processing. The author proposes a "greedy" algorithm, deriving sparse solutions with guarantees of optimality. The use of this algorithm removes many of the inaccuracies that occurred with the use of previous models.

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File size : 3,16 Mb
Author (s) : Sohail Bahmani
Publisher : Springer
Language : English
Page : 132
Format : PDF



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