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Elements of Information Theory
The latest edition of this classic is updated with new problem sets and material The Second Edition of this fundamental textbook maintains the book's tradition of clear, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory. All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points. The Second Edition features: * Chapters reorganized to improve teaching * 200 new problems * New material on source coding, portfolio theory, and feedback capacity * Updated references Now current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications.
Open Problems in Communication and Computation
Thomas M. Cover and B. Gopinatb The papers in this volume are the contributions to a special workshop on problems in communication and computation conducted in the summers of 1984 and 1985 in Morristown, New Jersey, and the summer of 1986 in Palo Alto. California. The structure of this workshop was unique: no recent results. no surveys. Instead. we asked for outstanding open prob~ lems in the field. There are many famous open problems, including the question P = NP?, the simplex conjecture in communication theory, the capacity region of the broadcast channel. and the two·helper problem in information theory. Beyond these well-defined problems are certain grand research goals. What is the ge...
Information Theory, Inference and Learning Algorithms
Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independ...
Interacting Particle Systems
At what point in the development of a new field should a book be written about it? This question is seldom easy to answer. In the case of interacting particle systems, important progress continues to be made at a substantial pace. A number of problems which are nearly as old as the subject itself remain open, and new problem areas continue to arise and develop. Thus one might argue that the time is not yet ripe for a book on this subject. On the other hand, this field is now about fifteen years old. Many important of several basic models is problems have been solved and the analysis almost complete. The papers written on this subject number in the hundreds. It has become increasingly difficult for newcomers to master the proliferating literature, and for workers in allied areas to make effective use of it. Thus I have concluded that this is an appropriate time to pause and take stock of the progress made to date. It is my hope that this book will not only provide a useful account of much of this progress, but that it will also help stimulate the future vigorous development of this field.
Muslim Rulers and Rebels
In this first ground-level account of the Muslim separatist rebellion in the Philippines, Thomas McKenna challenges prevailing anthropological analyses of nationalism as well as their underlying assumptions about the interplay of culture and power. He examines Muslim separatism against a background of more than four hundred years of political relations among indigenous Muslim rulers, their subjects, and external powers seeking the subjugation of Philippine Muslims. He also explores the motivations of the ordinary men and women who fight in armed separatist struggles and investigates the formation of nationalist identities. A skillful meld of historical detail and ethnographic research, Muslim Rulers and Rebels makes a compelling contribution to the study of protest, rebellion, and revolution worldwide.
Fairness in International Law and Institutions
Professor Franck offers a compelling view of the future of international legal reasoning and legal theory. His critical analysis of the norms and institutions of modern international law inspires hope that advances will be made at all levels.
Beneath the Surface
For more than a century, skin lighteners have been a ubiquitous feature of global popular culture—embraced by consumers even as they were fiercely opposed by medical professionals, consumer health advocates, and antiracist thinkers and activists. In Beneath the Surface, Lynn M. Thomas constructs a transnational history of skin lighteners in South Africa and beyond. Analyzing a wide range of archival, popular culture, and oral history sources, Thomas traces the changing meanings of skin color from precolonial times to the postcolonial present. From indigenous skin-brightening practices and the rapid spread of lighteners in South African consumer culture during the 1940s and 1950s to the growth of a billion-dollar global lightener industry, Thomas shows how the use of skin lighteners and experiences of skin color have been shaped by slavery, colonialism, and segregation as well as by consumer capitalism, visual media, notions of beauty, and protest politics. In teasing out lighteners’ layered history, Thomas theorizes skin as a site for antiracist struggle and lighteners as a technology of visibility that both challenges and entrenches racial and gender hierarchies.
Elements of Information Theory
The latest edition of this classic is updated with new problem sets and material The Second Edition of this fundamental textbook maintains the book's tradition of clear, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory. All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points. The Second Edition features: * Chapters reorganized to improve teaching * 200 new problems * New material on source coding, portfolio theory, and feedback capacity * Updated references Now current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications.
