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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Bibliographische Detailangaben

1. Verfasser:	Saha, Ankan
Format:	Dissertation
Sprache:	Englisch
Veröffentlicht:	ProQuest Dissertations & Theses 01.01.2013
Schlagworte:	Computer science Operations research Statistics
ISBN:	1303423448, 9781303423444
Online-Zugang:	Volltext
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