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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| Main Author: | |
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| Format: | Dissertation |
| Language: | English |
| Published: |
ProQuest Dissertations & Theses
01.01.2013
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| Subjects: | |
| ISBN: | 1303423448, 9781303423444 |
| Online Access: | Get full text |
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