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Algorithms for Sparsity-Constrained Optimization
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Algorithms for Sparsity-Constrained Optimization

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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.
Författare
Sohail Bahmani
Upplaga
Softcover reprint of the original 1st ed. 2014
ISBN
9783319377193
Språk
Engelska
Vikt
310 gram
Utgivningsdatum
2016-08-23
Sidor
107