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Bahmani, Sohail

Algorithms for Sparsity-Constrained Optimization

Bahmani, Sohail - Algorithms for Sparsity-Constrained Optimization, ebook

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ISBN: 9783319018812
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Table of contents

1. Introduction
Sohail Bahmani

2. Preliminaries
Sohail Bahmani

3. Sparsity-Constrained Optimization
Sohail Bahmani

4. 1-Bit Compressed Sensing
Sohail Bahmani

5. Estimation Under Model-Based Sparsity
Sohail Bahmani

6. Projected Gradient Descent for

p
-Constrained Least Squares
Sohail Bahmani

7. Conclusion and Future Work
Sohail Bahmani

Keywords: Engineering, Signal, Image and Speech Processing, Mathematical Applications in Computer Science, Image Processing and Computer Vision

Author(s)
Publisher
Springer
Publication year
2014
Language
en
Edition
2014
Series
Springer Theses
Page amount
21 pages
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319018812

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