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Accelerated Optimization for Machine Learning

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Cover of 'Accelerated Optimization for Machine Learning'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Accelerated Algorithms for Unconstrained Convex Optimization
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    Chapter 3 Accelerated Algorithms for Constrained Convex Optimization
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    Chapter 4 Accelerated Algorithms for Nonconvex Optimization
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    Chapter 5 Accelerated Stochastic Algorithms
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    Chapter 6 Accelerated Parallel Algorithms
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    Chapter 7 Conclusions
Attention for Chapter 5: Accelerated Stochastic Algorithms
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