Algorithms for Sparsity-Constrained Optimization
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. The use of this algorithm removes many of the inaccuracies that occurred with the use of previous models.
1116466342
Algorithms for Sparsity-Constrained Optimization
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. The use of this algorithm removes many of the inaccuracies that occurred with the use of previous models.
169.99
In Stock
5
1
Algorithms for Sparsity-Constrained Optimization
107
Algorithms for Sparsity-Constrained Optimization
107
169.99
In Stock
Product Details
| ISBN-13: | 9783319018805 |
|---|---|
| Publisher: | Springer International Publishing |
| Publication date: | 10/08/2013 |
| Series: | Springer Theses , #261 |
| Edition description: | 2014 |
| Pages: | 107 |
| Product dimensions: | 6.10(w) x 9.25(h) x 0.02(d) |
About the Author
From the B&N Reads Blog