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Algorithms for Sparsity-Constrained Optimization - a book by Bahmani, Sohail

Algorithms for Sparsity-Constrained Optimization

Algorithms for Sparsity-Constrained Optimization( )
Author: Bahmani, Sohail
Series title:Springer Theses Ser.
Publication Date:Oct 2013
Book Format:Hardback
List Price:USD $129.00
Book Description:

This thesis presents a wholly new technique in the structural analysis of data that uses a 'greedy' algorithm to derive optimal sparse solutions, enabling faster and more accurate results in formerly problematic areas of machine learning and signal processing.

Book Details
Detailed Subjects: Computers / Neural Networks
Mathematics / Optimization
Mathematics / Numerical Analysis
Physical Dimensions (W X L X H):6.045 x 9.165 Inches
Book Weight:0.81 Pounds

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