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Dictionary Learning Algorithms and Applications

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Cover of 'Dictionary Learning Algorithms and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 Sparse Representations
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    Chapter 2 Dictionary Learning Problem
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    Chapter 3 Standard Algorithms
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    Chapter 4 Regularization and Incoherence
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    Chapter 5 Other Views on the DL Problem
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    Chapter 6 Optimizing Dictionary Size
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    Chapter 7 Structured Dictionaries
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    Chapter 8 Classification
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    Chapter 9 Kernel Dictionary Learning
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    Chapter 10 Cosparse Representations
Attention for Chapter 2: Dictionary Learning Problem
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