Bin Shi – författare
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3 produkter
Mathematical Theories of Machine Learning - Theory and Applications
Av Bin Shi, S. S. Iyengar
Inbunden, 2019
956 kr
Lägg i varukorg
This book studies mathematical theories of machine learning. The first part of the book explores the optimality and adaptivity of choosing step sizes of gradient descent for escaping strict saddle points in non-convex optimization problems. In the second part, the authors propose algorithms to find …
Mathematical Theories of Machine Learning - Theory and Applications
Av S. S. Iyengar, Bin Shi
E-bok, 2019
1176 kr
Lägg i varukorg
This book studies mathematical theories of machine learning. The first part of the book explores the optimality and adaptivity of choosing step sizes of gradient descent for escaping strict saddle points in non-convex optimization problems. In the second part, the authors propose algorithms to find …
Mathematical Theories of Machine Learning - Theory and Applications
Av Bin Shi, S. S. Iyengar
Häftad, 2020
956 kr
Lägg i varukorg
This book studies mathematical theories of machine learning. The first part of the book explores the optimality and adaptivity of choosing step sizes of gradient descent for escaping strict saddle points in non-convex optimization problems. In the second part, the authors propose algorithms to find …
