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Convex Analysis and Minimization Algorithms II : Advanced Theory and Bundle Methods

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Cover of 'Convex Analysis and Minimization Algorithms II : Advanced Theory and Bundle Methods'

Table of Contents

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    Book Overview
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    Chapter 1 Inner Construction of the Subdifferential: Towards Implementing Descent Methods
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    Chapter 2 Conjugacy in Convex Analysis
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    Chapter 3 Approximate Subdifferentials of Convex Functions
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    Chapter 4 Abstract Duality for Practitioners
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    Chapter 5 Inner Construction of the Approximate Subdifferential: Methods of ε -Descent
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    Chapter 6 Dynamic Construction of Approximate Subdifferentials: Dual Form of Bundle Methods
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    Chapter 7 Acceleration of the Cutting-Plane Algorithm: Primal Forms of Bundle Methods
Attention for Chapter 4: Abstract Duality for Practitioners
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