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Algorithms for Sparsity-Constrained Optimization

Sohail Bahmani
Publisher: 
Springer
Publication Date: 
2013
Number of Pages: 
107
Format: 
Hardcover
Series: 
Springer Theses
Price: 
129.00
ISBN: 
9783319018805
Category: 
Monograph
We do not plan to review this book.

Introduction.- Preliminaries.- Sparsity-Constrained Optimization.- Background.- 1-bit Compressed Sensing.- Estimation Under Model-Based Sparsity.- Projected Gradient Descent for `p-constrained Least Squares.- Conclusion and Future Work.- Appendix A Proofs of Chapter 3.- Appendix B Proofs of Chapter 4.- Appendix C Proofs of Chapter 5.- Appendix D Proofs of Chapter 6.

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