Optimization for Machine Learning by Sebastian Nowozin, Stephen J. Wright, Suvrit Sra

512 pages missing pub info (editions)

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Optimization approaches have enjoyed prominence in machine learning because of their wide applicability and attractive theoretical properties. The increasing complexity, size, and variety of today's machine learning models call for the reassessme...

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