Algorithms for Sparsity-Constrained Optimization
Author:   Sohail Bahmani
Publisher:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2014
Volume:   261
ISBN:  

9783319377193


Pages:   107
Publication Date:   23 August 2016
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Algorithms for Sparsity-Constrained Optimization


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Author:   Sohail Bahmani
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2014
Volume:   261
Dimensions:   Width: 15.50cm , Height: 0.70cm , Length: 23.50cm
Weight:   2.117kg
ISBN:  

9783319377193


ISBN 10:   3319377191
Pages:   107
Publication Date:   23 August 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

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Dr. Bahmani completed his thesis at Carnegie Mellon University and is currently employed by the Georgia Institute of Technology.

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