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Suvrit Sra, Sebastian Nowozin, Stephen J. Wright (1)
Suvrit Sra, Sebastian Nowozin, Stephen J. Wright, Suvrit Sra (1)
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Optimization for Machine Learning
作者:Suvrit Sra; Sebastian Nowozin; Stephen J. Wright  出版社:Mit Pr  出版日:2011/09/30 裝訂:精裝
The interplay between optimization and machine learning is one of the most importantdevelopments in modern computational science. Optimization formulations and methods are proving tobe vital in design
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Advanced Structured Prediction
作者:Sebastian Nowozin; Peter V. Gehler; Jeremy Jancsary; Christoph H. Lampert  出版社:Mit Pr  出版日:2014/12/05 裝訂:精裝
The goal of structured prediction is to build machine learning models that predictrelational information that itself has structure, such as being composed of multiple interrelatedparts. These models,
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Optimization for Machine Learning
作者:Suvrit Sra; Sebastian Nowozin; Stephen J. Wright; Suvrit Sra  出版社:Mit Pr  出版日:2011/09/30 裝訂:平裝
An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay between optimization and machine learning
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