Optimization for Machine Learning

Herausgeber: Nowozin, Sebastian; Wright, Stephen J.; Sra, Suvrit

• Broschiertes Buch

Produktbeschreibung

An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities.

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Produktdetails

• Verlag: MIT Press
• Seitenzahl: 510
• Erscheinungstermin: 30. September 2011
• Englisch
• Abmessung: 254mm x 203mm x 28mm
• Gewicht: 1082g
• ISBN-13: 9780262537766
• ISBN-10: 0262537761
• Artikelnr.: 55460869

Autorenporträt

Suvrit Sra is a Research Scientist at the Max Planck Institute for Biological Cybernetics, Tübingen, Germany. Sebastian Nowozin is a Researcher in the Machine Learning and Perception group (MLP) at Microsoft Research, Cambridge, England. Stephen J. Wright is Professor of Computer Science at the University of Wisconsin–Madison. Suvrit Sra is a Research Scientist at the Max Planck Institute for Biological Cybernetics, Tübingen, Germany. Sebastian Nowozin is a Researcher in the Machine Learning and Perception group (MLP) at Microsoft Research, Cambridge, England. Stephen J. Wright is Professor of Computer Science at the University of Wisconsin–Madison. Dimitri P. Bertsekas is Professor of Electrical Engineering and Computer Science at MIT. Masashi Sugiyama is Associate Professor in the Department of Computer Science at Tokyo Institute of Technology. Suvrit Sra is a Research Scientist at the Max Planck Institute for Biological Cybernetics, Tübingen, Germany. Léon Bottou is a Research Scientist at NEC Labs America. Yoshua Bengio is Professor of Computer Science at the Université de Montréal.