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Algorithms for Sparsity-Constrained Optimization - Springer Theses Sohail Bahmani 2014 edition
Algorithms for Sparsity-Constrained Optimization - Springer Theses
Sohail Bahmani
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.
128 pages, 1 black & white illustrations, 12 colour illustrations, 2 colour tables, biography
| Medios de comunicación | Libros Hardcover Book (Libro con lomo y cubierta duros) |
| Publicado | 18 de octubre de 2013 |
| ISBN13 | 9783319018805 |
| Editores | Springer International Publishing AG |
| Páginas | 107 |
| Dimensiones | 241 × 166 × 15 mm · 385 g |
| Lengua | Inglés |