Ebook: The Mathematics of Information Coding, Extraction and Distribution

High performance computing consumes and generates vast amounts of data, and the storage, retrieval, and transmission of this data are major obstacles to effective use of computing power. Challenges inherent in all of these operations are security, speed, reliability, authentication and reproducibility. This workshop focused on a wide variety of technical results aimed at meeting these challenges. Topics ranging from the mathematics of coding theory to the practicalities of copyright preservation for Internet resources drew spirited discussion and interaction among experts in diverse but related fields. We hope this volume contributes to continuing this dialogue.

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High performance computing consumes and generates vast amounts of data, and the storage, retrieval, and transmission of this data are major obstacles to effective use of computing power. Challenges inherent in all of these operations are security, speed, reliability, authentication and reproducibility. This workshop focused on a wide variety of technical results aimed at meeting these challenges. Topics ranging from the mathematics of coding theory to the practicalities of copyright preservation for Internet resources drew spirited discussion and interaction among experts in diverse but related fields. We hope this volume contributes to continuing this dialogue.

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High performance computing consumes and generates vast amounts of data, and the storage, retrieval, and transmission of this data are major obstacles to effective use of computing power. Challenges inherent in all of these operations are security, speed, reliability, authentication and reproducibility. This workshop focused on a wide variety of technical results aimed at meeting these challenges. Topics ranging from the mathematics of coding theory to the practicalities of copyright preservation for Internet resources drew spirited discussion and interaction among experts in diverse but related fields. We hope this volume contributes to continuing this dialogue.
Content:
Front Matter....Pages i-ix
Correspondences Between Variable Length Parsing and Coding Problems....Pages 1-7
The Foundations of Information Push and Pull....Pages 9-30
Copyright? Protection?....Pages 31-47
Lossy Compression, Classification, and Regression....Pages 49-71
Latent Semantic Indexing Via a Semi-Discrete Matrix Decomposition....Pages 73-80
Worst Case Prediction over Sequences under Log Loss....Pages 81-90
Issues in Multimedia Databases: Coding for Content-Based Image Retrieval and Digital Copyright Protection....Pages 91-130
Back Matter....Pages 131-137

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High performance computing consumes and generates vast amounts of data, and the storage, retrieval, and transmission of this data are major obstacles to effective use of computing power. Challenges inherent in all of these operations are security, speed, reliability, authentication and reproducibility. This workshop focused on a wide variety of technical results aimed at meeting these challenges. Topics ranging from the mathematics of coding theory to the practicalities of copyright preservation for Internet resources drew spirited discussion and interaction among experts in diverse but related fields. We hope this volume contributes to continuing this dialogue.
Content:
Front Matter....Pages i-ix
Correspondences Between Variable Length Parsing and Coding Problems....Pages 1-7
The Foundations of Information Push and Pull....Pages 9-30
Copyright? Protection?....Pages 31-47
Lossy Compression, Classification, and Regression....Pages 49-71
Latent Semantic Indexing Via a Semi-Discrete Matrix Decomposition....Pages 73-80
Worst Case Prediction over Sequences under Log Loss....Pages 81-90
Issues in Multimedia Databases: Coding for Content-Based Image Retrieval and Digital Copyright Protection....Pages 91-130
Back Matter....Pages 131-137
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