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Model-based machine learning

Published in Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences • Feb 13, 2013
NobleIDNI5P81W59R01S93
Authors:
Christopher M. Bishop

Abstract

Several decades of research in the field of machine learning have resulted in a multitude of different algorithms for solving a broad range of problems. To tackle a new application, a researcher typically tries to map their problem onto one of these existing methods, often influenced by their famili...

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