Algorithmic And Analysis Techniques In Property Testing

Download Algorithmic And Analysis Techniques In Property Testing full books in PDF, epub, and Kindle. Read online Algorithmic And Analysis Techniques In Property Testing ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Algorithmic and Analysis Techniques in Property Testing

Author : Dana Ron
Publisher : Now Publishers Inc
ISBN 13 : 1601983182
Total Pages : 151 pages
Book Rating : 4.6/5 (19 download)

DOWNLOAD NOW!

Book Synopsis Algorithmic and Analysis Techniques in Property Testing by : Dana Ron

Download or read book Algorithmic and Analysis Techniques in Property Testing written by Dana Ron and published by Now Publishers Inc. This book was released on 2010 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: Property testing algorithms are ultra"-efficient algorithms that decide whether a given object (e.g., a graph) has a certain property (e.g., bipartiteness), or is significantly different from any object that has the property. To this end property testing algorithms are given the ability to perform (local) queries to the input, though the decisions they need to make usually concern properties with a global nature. In the last two decades, property testing algorithms have been designed for many types of objects and properties, amongst them, graph properties, algebraic properties, geometric properties, and more. In this article we survey results in property testing, where our emphasis is on common analysis and algorithmic techniques. Among the techniques surveyed are the following: a) The self-correcting approach, which was mainly applied in the study of property testing of algebraic properties; b) The enforce and test approach, which was applied quite extensively in the analysis of algorithms for testing graph properties (in the dense-graphs model), as well as in other contexts; c) Szemeredi's Regularity Lemma, which plays a very important role in the analysis of algorithms for testing graph properties (in the dense-graphs model); d) The approach of Testing by implicit learning, which implies efficient testability of membership in many functions classes. e) Algorithmic techniques for testing properties of sparse graphs, which include local search and random walks.

Property Testing

Author : Arnab Bhattacharyya
Publisher : Springer Nature
ISBN 13 : 981168622X
Total Pages : 434 pages
Book Rating : 4.8/5 (116 download)

DOWNLOAD NOW!

Book Synopsis Property Testing by : Arnab Bhattacharyya

Download or read book Property Testing written by Arnab Bhattacharyya and published by Springer Nature. This book was released on 2022-03-08 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Property Testing

Author : Oded Goldreich
Publisher : Springer Science & Business Media
ISBN 13 : 3642163661
Total Pages : 370 pages
Book Rating : 4.6/5 (421 download)

DOWNLOAD NOW!

Book Synopsis Property Testing by : Oded Goldreich

Download or read book Property Testing written by Oded Goldreich and published by Springer Science & Business Media. This book was released on 2010-10-08 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Introduction to Property Testing

Author : Oded Goldreich
Publisher : Cambridge University Press
ISBN 13 : 1108153801
Total Pages : 474 pages
Book Rating : 4.1/5 (81 download)

DOWNLOAD NOW!

Book Synopsis Introduction to Property Testing by : Oded Goldreich

Download or read book Introduction to Property Testing written by Oded Goldreich and published by Cambridge University Press. This book was released on 2017-11-23 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: Property testing is concerned with the design of super-fast algorithms for the structural analysis of large quantities of data. The aim is to unveil global features of the data, such as determining whether the data has a particular property or estimating global parameters. Remarkably, it is possible for decisions to be made by accessing only a small portion of the data. Property testing focuses on properties and parameters that go beyond simple statistics. This book provides an extensive and authoritative introduction to property testing. It provides a wide range of algorithmic techniques for the design and analysis of tests for algebraic properties, properties of Boolean functions, graph properties, and properties of distributions.

Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques

Author : Maria Serna
Publisher : Springer
ISBN 13 : 3642153690
Total Pages : 782 pages
Book Rating : 4.6/5 (421 download)

DOWNLOAD NOW!

Book Synopsis Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques by : Maria Serna

Download or read book Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques written by Maria Serna and published by Springer. This book was released on 2010-08-27 with total page 782 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the papers presented at the 13th International Wo- shop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX 2010) and the 14th International Workshop on Randomization and Computation (RANDOM 2010), which took place concurrently in Universitat Politècnica de Catalunya (UPC) Barcelona, Spain, during September 1-3, 2010. APPROX focuses on algorithmic and complexity issues surrounding the dev- opment of e?cient approximate solutions to computationally di?cult problems, and was the 13th in the series after Aalborg (1998), Berkeley (1999), Sa- brücken (2000), Berkeley (2001), Rome (2002), Princeton (2003), Cambridge (2004), Berkeley (2005), Barcelona (2006), Princeton (2007), Boston (2008) and Berkeley (2009). RANDOM is concerned with applications of randomness to computational and combinatorial problems, and was the 14th workshop in the - ries following Bologna (1997), Barcelona (1998), Berkeley (1999), Geneva (2000), Berkeley (2001), Harvard (2002), Princeton (2003), Cambridge (2004), Berkeley (2005), Barcelona (2006), Princeton (2007), Boston (2008), and Berkeley (2009).

Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques

Author : Prasad Raghavendra
Publisher : Springer
ISBN 13 : 364240328X
Total Pages : 728 pages
Book Rating : 4.6/5 (424 download)

DOWNLOAD NOW!

Book Synopsis Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques by : Prasad Raghavendra

Download or read book Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques written by Prasad Raghavendra and published by Springer. This book was released on 2013-08-16 with total page 728 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 16th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems, APPROX 2013, and the 17th International Workshop on Randomization and Computation, RANDOM 2013, held in August 2013 in the USA. The total of 48 carefully reviewed and selected papers presented in this volume consist of 23 APPROX papers selected out of 46 submissions, and 25 RANDOM papers selected out of 52 submissions. APPROX 2013 focuses on algorithmic and complexity theoretic issues relevant to the development of efficient approximate solutions to computationally difficult problems, while RANDOM 2013 focuses on applications of randomness to computational and combinatorial problems.

Algorithm Theory -- SWAT 2012

Author : Fedor V. Fomin
Publisher : Springer
ISBN 13 : 3642311555
Total Pages : 413 pages
Book Rating : 4.6/5 (423 download)

DOWNLOAD NOW!

Book Synopsis Algorithm Theory -- SWAT 2012 by : Fedor V. Fomin

Download or read book Algorithm Theory -- SWAT 2012 written by Fedor V. Fomin and published by Springer. This book was released on 2012-06-13 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Scandinavian Symposium and Workshops on Algorithm Theory, SWAT 2012, held in Helsinki, Finland, in July 2012, co-located with the 23rd Annual Symposium on Combinatorial Pattern Matching, CPM 2012. The 34 papers were carefully reviewed and selected from a total of 127 submissions. The papers present original research and cover a wide range of topics in the field of design and analysis of algorithms and data structures.

Algorithms and Complexity

Author : Marios Mavronicolas
Publisher : Springer Nature
ISBN 13 : 3031304489
Total Pages : 412 pages
Book Rating : 4.0/5 (313 download)

DOWNLOAD NOW!

Book Synopsis Algorithms and Complexity by : Marios Mavronicolas

Download or read book Algorithms and Complexity written by Marios Mavronicolas and published by Springer Nature. This book was released on 2023-04-24 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on Algorithms and Complexity, CIAC 2023, which took place in Larnaca, Cyprus, during June 13–16, 2023. The 25 full papers included in this book were carefully reviewed and selected from 49 submissions. They cover all important areas of research on algorithms and complexity such as algorithm design and analysis; sequential, parallel and distributed algorithms; data structures; computational and structural complexity; lower bounds and limitations of algorithms; randomized and approximation algorithms; parameterized algorithms and parameterized complexity classes; smoothed analysis of algorithms; alternatives to the worst-case analysis of algorithms (e.g., algorithms with predictions), on-line computation and competitive analysis, streaming algorithms, quantum algorithms and complexity, algorithms in algebra, geometry, number theory and combinatorics, computational geometry, algorithmic game theory and mechanism design, algorithmic economics (including auctions and contests), computational learning theory, computational biology and bioinformatics, algorithmic issues in communication networks, algorithms for discrete optimization (including convex optimization) and algorithm engineering.

Property Testing

Author : Dana Ron
Publisher : Now Publishers Inc
ISBN 13 : 1601981821
Total Pages : 113 pages
Book Rating : 4.6/5 (19 download)

DOWNLOAD NOW!

Book Synopsis Property Testing by : Dana Ron

Download or read book Property Testing written by Dana Ron and published by Now Publishers Inc. This book was released on 2008 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: This survey focuses on results for testing properties of functions that are of interest to the learning theory community.

Studies in Complexity and Cryptography

Author : Oded Goldreich
Publisher : Springer
ISBN 13 : 3642226701
Total Pages : 564 pages
Book Rating : 4.6/5 (422 download)

DOWNLOAD NOW!

Book Synopsis Studies in Complexity and Cryptography by : Oded Goldreich

Download or read book Studies in Complexity and Cryptography written by Oded Goldreich and published by Springer. This book was released on 2011-08-03 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a collection of 36 pieces of scientific work in the areas of complexity theory and foundations of cryptography: 20 research contributions, 13 survey articles, and 3 programmatic and reflective viewpoint statements. These so far formally unpublished pieces were written by Oded Goldreich, some in collaboration with other scientists. The articles included in this book essentially reflect the topical scope of the scientific career of Oded Goldreich now spanning three decades. In particular the topics dealt with include average-case complexity, complexity of approximation, derandomization, expander graphs, hashing functions, locally testable codes, machines that take advice, NP-completeness, one-way functions, probabilistically checkable proofs, proofs of knowledge, property testing, pseudorandomness, randomness extractors, sampling, trapdoor permutations, zero-knowledge, and non-iterative zero-knowledge. All in all, this potpourri of studies in complexity and cryptography constitutes a most valuable contribution to the field of theoretical computer science centered around the personal achievements and views of one of its outstanding representatives.

Distributed Computing

Author : Cyril Gavoille
Publisher : Springer
ISBN 13 : 3662534266
Total Pages : 496 pages
Book Rating : 4.6/5 (625 download)

DOWNLOAD NOW!

Book Synopsis Distributed Computing by : Cyril Gavoille

Download or read book Distributed Computing written by Cyril Gavoille and published by Springer. This book was released on 2016-09-05 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 30th International Symposium on Distributed Computing, DISC 2016, held in Paris, France, in September 2016. The 32 full papers, 10 brief annoucements and 3 invited lectures presented in this volume were carefully reviewed and selected from 145 submissions.The focus of the conference is on following topics: theory, design, implementation, modeling, analysis, or application of distributed systems and networks.

Introduction to Property Testing

Author : Oded Goldreich
Publisher : Cambridge University Press
ISBN 13 : 1107194059
Total Pages : 473 pages
Book Rating : 4.1/5 (71 download)

DOWNLOAD NOW!

Book Synopsis Introduction to Property Testing by : Oded Goldreich

Download or read book Introduction to Property Testing written by Oded Goldreich and published by Cambridge University Press. This book was released on 2017-11-23 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Topological and Statistical Methods for Complex Data

Author : Janine Bennett
Publisher : Springer
ISBN 13 : 3662449005
Total Pages : 297 pages
Book Rating : 4.6/5 (624 download)

DOWNLOAD NOW!

Book Synopsis Topological and Statistical Methods for Complex Data by : Janine Bennett

Download or read book Topological and Statistical Methods for Complex Data written by Janine Bennett and published by Springer. This book was released on 2014-11-19 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains papers presented at the Workshop on the Analysis of Large-scale, High-Dimensional, and Multi-Variate Data Using Topology and Statistics, held in Le Barp, France, June 2013. It features the work of some of the most prominent and recognized leaders in the field who examine challenges as well as detail solutions to the analysis of extreme scale data. The book presents new methods that leverage the mutual strengths of both topological and statistical techniques to support the management, analysis, and visualization of complex data. It covers both theory and application and provides readers with an overview of important key concepts and the latest research trends. Coverage in the book includes multi-variate and/or high-dimensional analysis techniques, feature-based statistical methods, combinatorial algorithms, scalable statistics algorithms, scalar and vector field topology, and multi-scale representations. In addition, the book details algorithms that are broadly applicable and can be used by application scientists to glean insight from a wide range of complex data sets.

LATIN 2022: Theoretical Informatics

Author : Armando Castañeda
Publisher : Springer Nature
ISBN 13 : 303120624X
Total Pages : 782 pages
Book Rating : 4.0/5 (312 download)

DOWNLOAD NOW!

Book Synopsis LATIN 2022: Theoretical Informatics by : Armando Castañeda

Download or read book LATIN 2022: Theoretical Informatics written by Armando Castañeda and published by Springer Nature. This book was released on 2022-10-28 with total page 782 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 15th Latin American Symposium on Theoretical Informatics, LATIN 2022, which took place in Guanajuato, Mexico, in November 2022. The 46 papers presented in this volume were carefully reviewed and selected from 114 submissions. They were organized in topical sections as follows: Algorithms and Data Structures; Approximation Algorithms; Cryptography; Social Choice Theory; Theoretical Machine Learning; Automata Theory and Formal Languages; Combinatorics and Graph Theory; Complexity Theory; Computational Geometry. Chapter “Klee’s Measure Problem Made Oblivious” is available open access under a CC BY 4.0 license.

Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques

Author : Sanjeev Arora
Publisher : Springer
ISBN 13 : 3540451986
Total Pages : 411 pages
Book Rating : 4.5/5 (44 download)

DOWNLOAD NOW!

Book Synopsis Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques by : Sanjeev Arora

Download or read book Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques written by Sanjeev Arora and published by Springer. This book was released on 2003-12-15 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the joint refereed proceedings of the 6th International Workshop on Approximation Algorithms for Optimization Problems, APPROX 2003 and of the 7th International Workshop on Randomization and Approximation Techniques in Computer Science, RANDOM 2003, held in Princeton, NY, USA in August 2003. The 33 revised full papers presented were carefully reviewed and selected from 74 submissions. Among the issues addressed are design and analysis of randomized and approximation algorithms, online algorithms, complexity theory, combinatorial structures, error-correcting codes, pseudorandomness, derandomization, network algorithms, random walks, Markov chains, probabilistic proof systems, computational learning, randomness in cryptography, and various applications.

Theory and Applications of Models of Computation

Author : Mitsunori Ogihara
Publisher : Springer
ISBN 13 : 3642208770
Total Pages : 564 pages
Book Rating : 4.6/5 (422 download)

DOWNLOAD NOW!

Book Synopsis Theory and Applications of Models of Computation by : Mitsunori Ogihara

Download or read book Theory and Applications of Models of Computation written by Mitsunori Ogihara and published by Springer. This book was released on 2011-04-27 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Theory and Applications of Models of Computation, TAMC 2011, held in Tokyo, Japan, in May 2011. The 51 revised full papers presented together with the abstracts of 2 invited talks were carefully reviewed and selected from 136 submissions. The papers address the three main themes of the conference which were computability, complexity, and algorithms and are organized in topical sections on general algorithms, approximation, graph algorithms, complexity, optimization, circuit complexity, data structures, logic and formal language theory, games and learning theory, and cryptography and communication complexity.

Network Models for Data Science

Author : Alan Julian Izenman
Publisher : Cambridge University Press
ISBN 13 : 1108889034
Total Pages : 502 pages
Book Rating : 4.1/5 (88 download)

DOWNLOAD NOW!

Book Synopsis Network Models for Data Science by : Alan Julian Izenman

Download or read book Network Models for Data Science written by Alan Julian Izenman and published by Cambridge University Press. This book was released on 2023-01-05 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text on the theory and applications of network science is aimed at beginning graduate students in statistics, data science, computer science, machine learning, and mathematics, as well as advanced students in business, computational biology, physics, social science, and engineering working with large, complex relational data sets. It provides an exciting array of analysis tools, including probability models, graph theory, and computational algorithms, exposing students to ways of thinking about types of data that are different from typical statistical data. Concepts are demonstrated in the context of real applications, such as relationships between financial institutions, between genes or proteins, between neurons in the brain, and between terrorist groups. Methods and models described in detail include random graph models, percolation processes, methods for sampling from huge networks, network partitioning, and community detection. In addition to static networks the book introduces dynamic networks such as epidemics, where time is an important component.