Optimization methods in machine learning: Theory and applications
We look at the integral role played by convex optimization in various machine learning problems. Over the last few years there has been a lot of machine learning problems which have a (non)smooth convex optimization at its core. These problems generally call for fast first order iterative methods as...
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| Hlavný autor: | |
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| Médium: | Dissertation |
| Jazyk: | English |
| Vydavateľské údaje: |
ProQuest Dissertations & Theses
01.01.2013
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| Predmet: | |
| ISBN: | 1303423448, 9781303423444 |
| On-line prístup: | Získať plný text |
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