Computational Complexity And Property Testing

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Computational Complexity And Property Testing

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Author : Oded Goldreich
language : en
Publisher: Springer Nature
Release Date : 2020-04-03

Computational Complexity And Property Testing written by Oded Goldreich and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-03 with Computers categories.

This volume contains a collection of studies in the areas of complexity theory and property testing. The 21 pieces of scientific work included were conducted at different times, mostly during the last decade. Although most of these works have been cited in the literature, none of them was formally published before. Within complexity theory the topics include constant-depth Boolean circuits, explicit construction of expander graphs, interactive proof systems, monotone formulae for majority, probabilistically checkable proofs (PCPs), pseudorandomness, worst-case to average-case reductions, and zero-knowledge proofs. Within property testing the topics include distribution testing, linearity testing, lower bounds on the query complexity (of property testing), testing graph properties, and tolerant testing. A common theme in this collection is the interplay between randomness and computation.

Computational Complexity And Property Testing

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Author : Oded Goldreich
language : en
Publisher: Springer
Release Date : 2020-04-04

Computational Complexity And Property Testing written by Oded Goldreich and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-04 with Computers categories.

This volume contains a collection of studies in the areas of complexity theory and property testing. The 21 pieces of scientific work included were conducted at different times, mostly during the last decade. Although most of these works have been cited in the literature, none of them was formally published before. Within complexity theory the topics include constant-depth Boolean circuits, explicit construction of expander graphs, interactive proof systems, monotone formulae for majority, probabilistically checkable proofs (PCPs), pseudorandomness, worst-case to average-case reductions, and zero-knowledge proofs. Within property testing the topics include distribution testing, linearity testing, lower bounds on the query complexity (of property testing), testing graph properties, and tolerant testing. A common theme in this collection is the interplay between randomness and computation.

Introduction To Property Testing

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Author : Oded Goldreich
language : en
Publisher: Cambridge University Press
Release Date : 2017-11-23

Introduction To Property Testing written by Oded Goldreich and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-23 with Computers categories.

An extensive and authoritative introduction to property testing, the study of super-fast algorithms for the structural analysis of large quantities of data in order to determine global properties. This book can be used both as a reference book and a textbook, and includes numerous exercises.

Computational Complexity

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Author : Sanjeev Arora
language : en
Publisher: Cambridge University Press
Release Date : 2009-04-20

Computational Complexity written by Sanjeev Arora and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-20 with Computers categories.

New and classical results in computational complexity, including interactive proofs, PCP, derandomization, and quantum computation. Ideal for graduate students.

Property Testing

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Author : Oded Goldreich
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-10-08

Property Testing written by Oded Goldreich and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-10-08 with Computers categories.

Property Testing is the study of super-fast algorithms for approximate decision making. This volume features work presented at a mini-workshop on property testing that took place January 2010 at the Institute for Computer Science, Tsinghua University, China.

Property Testing

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Author : Dana Ron
language : en
Publisher: Now Publishers Inc
Release Date : 2008

Property Testing written by Dana Ron and has been published by Now Publishers Inc this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computers categories.

This survey focuses on results for testing properties of functions that are of interest to the learning theory community.

Studies In Complexity And Cryptography

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Author : Oded Goldreich
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-08-03

Studies In Complexity And Cryptography written by Oded Goldreich and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-03 with Computers categories.

Paying witness to the author’s thirty-year career in science, these high-quality papers, some co-written with colleagues, reflect his professional range, covering material from average-case complexity to derandomization and probabilistically checkable proofs.

Computational Complexity

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Author : IEEE Computer Society. Technical Committee on Mathematical Foundations of Computing
language : en
Publisher: IEEE
Release Date : 2002

Computational Complexity written by IEEE Computer Society. Technical Committee on Mathematical Foundations of Computing and has been published by IEEE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computers categories.

This text contains information on computational mathematics as presented at the 17th IEEE Annual Conference on Computational Complexity (CCC 2002).

Property Testing

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Author : Arnab Bhattacharyya
language : en
Publisher: Springer Nature
Release Date : 2022-03-08

Property Testing written by Arnab Bhattacharyya and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-08 with Computers categories.

This book introduces important results and techniques in property testing, where the goal is to design algorithms that decide whether their input satisfies a predetermined property in sublinear time, or even in constant time – that is, time is independent of the input size. This book consists of three parts. The first part provides an introduction to the foundations of property testing. The second part studies the testing of specific properties on strings, graphs, functions, and constraint satisfaction problems. Vectors and matrices over real numbers are also covered. The third part is more advanced and explains general conditions, including full characterizations, under which properties are constant-query testable. The first and second parts of the book are intended for first-year graduate students in computer science. They should also be accessible to undergraduate students with the adequate background. The third part can be used by researchers or ambitious graduate students who want to gain a deeper theoretical understanding of property testing.