Introduction to Property Testing

E122537

Introduction to Property Testing is a foundational textbook that systematically develops the theory, techniques, and applications of property testing in theoretical computer science.

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Introduction to Property Testing canonical 1

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Predicate Object
instanceOf computer science book ⓘ
non-fiction book ⓘ
textbook ⓘ
aim to present techniques for designing property testers ⓘ
to survey applications of property testing in computer science ⓘ
to systematically develop the theory of property testing ⓘ
describes adaptive and non-adaptive testers ⓘ
applications of property testing in algorithm design ⓘ
canonical testers for graph properties ⓘ
connections between property testing and PCPs ⓘ
connections between property testing and learning theory ⓘ
distance measures between objects in property testing ⓘ
general framework for property testing algorithms ⓘ
lower bound techniques in property testing ⓘ
one-sided and two-sided error testers ⓘ
query-efficient algorithms for testing properties ⓘ
tolerant testing ⓘ
educationalUse course textbook ⓘ
self-study resource ⓘ
field theoretical computer science ⓘ
focus algorithmic aspects of property testing ⓘ
complexity-theoretic aspects of property testing ⓘ
rigorous mathematical treatment of property testing ⓘ
genre academic textbook ⓘ
intendedAudience advanced undergraduates ⓘ
graduate students ⓘ
researchers in theoretical computer science ⓘ
language English ⓘ
mainSubject property testing ⓘ
structure organized as a foundational, theory-oriented text ⓘ
topic Fourier analysis of Boolean functions ⓘ
approximation algorithms ⓘ
communication complexity ⓘ
hardness of approximation ⓘ
learning theory connections ⓘ
probabilistic method ⓘ
probabilistically checkable proofs ⓘ
property testing of distributions ⓘ
property testing of functions ⓘ
property testing of graphs ⓘ
query complexity ⓘ
randomized algorithms ⓘ
sublinear-time algorithms ⓘ
use basis for graduate-level courses on property testing ⓘ
reference for researchers in property testing ⓘ

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Referenced by (1)

Full triples — surface form annotated when it differs from this entity's canonical label.

Oded Goldreich → authorOf → Introduction to Property Testing ⓘ