Foundations of Machine Learning, Second Edition by Mohri Mehryar; Rostamizadeh Afshin; Talwalkar Ameet

Foundations of Machine Learning, Second Edition by Mohri Mehryar; Rostamizadeh Afshin; Talwalkar Ameet

Author:Mohri, Mehryar; Rostamizadeh, Afshin; Talwalkar, Ameet
Language: eng
Format: epub
Tags: Machine Learning; Learning Theory; Learning Algorithms; Classification; Regression; Kernel Methods; Convex Optimization; Multi-class learning; On-line Learning; Ranking; Maximum Entropy Models; Boosting; Dimensionality Reduction; Reinforcement Learning; Learning Automata; Learning Guarantees; Model Selection; VC-Dimension; Rademacher Complexity
Publisher: MIT Press


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