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Optimization For Machine Learning

ISBN 10 : 9780262016469
ISBN 13 : 026201646X

The interplay between optimization and machine learning is one of the most important developments in modern computational science. Optimization formulations and methods are proving..



Machine Learning

ISBN 10 : 9780128017227
ISBN 13 : 0128017228

This tutorial text gives a unifying perspective on machine learning by covering both probabilistic and deterministic approaches -which are based on optimization techniques – toge..


Machine Learning Optimization And Big Data

ISBN 10 : 9783319514697
ISBN 13 : 3319514695

This book constitutes revised selected papers from the Second International Workshop on Machine Learning, Optimization, and Big Data, MOD 2016, held in Volterra, Italy, in August 2..


Convex Optimization

ISBN 10 : 1601988605
ISBN 13 : 9781601988607

This monograph presents the main complexity theorems in convex optimization and their corresponding algorithms. It begins with the fundamental theory of black-box optimization and ..



Machine Learning Optimization And Big Data

ISBN 10 : 9783319279268
ISBN 13 : 3319279262

This book constitutes revised selected papers from the First International Workshop on Machine Learning, Optimization, and Big Data, MOD 2015, held in Taormina, Sicily, Italy, in J..