Algorithms for Sparsity-Constrained - E-book

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Algorithms For Sparsity-constrained Optimization - ENG

Sohail Bahmani

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Sinopsis

ISBN:	9783319018812
Formato:	ePub
Idioma:	Inglés
Editorial:	Springer Nature
Tema:	Matemáticas
Subtema:	Aplicada
Año de publicación:	2013-10-07

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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