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Algorithms For Sparsityconstrained Optimization Sohail Bahmani

SKU: BELL-36515454

$ 31.00 ~~$ 45.00~~ (-31%)

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Algorithms For Sparsityconstrained Optimization Sohail Bahmani instant download after payment.

Publisher: Imprint; Springer; Springer International Publishing

File Extension: PDF

File size: 3.02 MB

Pages: 107

Author: Sohail Bahmani

ISBN: 9783319018812, 3319018817

Language: English

Year: 2014

Product desciption

Algorithms For Sparsityconstrained Optimization Sohail Bahmani by Sohail Bahmani 9783319018812, 3319018817 instant download after payment.

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.