[图书][B] Introduction to property testing
O Goldreich - 2017 - books.google.com
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 …
analysis of large quantities of data. The aim is to unveil global features of the data, such as …
Testing monotonicity
O Goldreich, S Goldwassert… - … Annual Symposium on …, 1998 - ieeexplore.ieee.org
We present a (randomized) test for monotonicity of Boolean functions. Namely, given the
ability to query an unknown function f:{0, 1}/sup n/-{0, 1} at arguments of its choice, the test …
ability to query an unknown function f:{0, 1}/sup n/-{0, 1} at arguments of its choice, the test …
Monotonicity testing over general poset domains
E Fischer, E Lehman, I Newman… - Proceedings of the thiry …, 2002 - dl.acm.org
The field of property testing studies algorithms that distinguish, using a small number of
queries, between inputs which satisfy a given property, and those that are'far'from satisfying …
queries, between inputs which satisfy a given property, and those that are'far'from satisfying …
Tolerant property testing and distance approximation
M Parnas, D Ron, R Rubinfeld - Journal of Computer and System Sciences, 2006 - Elsevier
In this paper we study a generalization of standard property testing where the algorithms are
required to be more tolerant with respect to objects that do not have, but are close to having …
required to be more tolerant with respect to objects that do not have, but are close to having …
The art of uninformed decisions: A primer to property testing
E Fischer - Current Trends in Theoretical Computer Science: The …, 2004 - World Scientific
Property testing is a new field in computational theory, that deals with the information that
can be deduced from the input where the number of allowable queries (reads from the input) …
can be deduced from the input where the number of allowable queries (reads from the input) …
Algorithmic and analysis techniques in property testing
D Ron - Foundations and Trends® in Theoretical Computer …, 2010 - nowpublishers.com
Property testing algorithms are" ultra"-efficient algorithms that decide whether a given object
(eg, a graph) has a certain property (eg, bipartiteness), or is significantly different from any …
(eg, a graph) has a certain property (eg, bipartiteness), or is significantly different from any …
Property testing lower bounds via communication complexity
We develop a new technique for proving lower bounds in property testing, by showing a
strong connection between testing and communication complexity. We give a simple …
strong connection between testing and communication complexity. We give a simple …
Sublinear time algorithms
R Rubinfeld, A Shapira - SIAM Journal on Discrete Mathematics, 2011 - SIAM
Sublinear Time Algorithms Page 1 Copyright © by SIAM. Unauthorized reproduction of this article
is prohibited. SIAM J. DISCRETE MATH. c 2011 Society for Industrial and Applied Mathematics …
is prohibited. SIAM J. DISCRETE MATH. c 2011 Society for Industrial and Applied Mathematics …
Testing juntas
E Fischer, G Kindler, D Ron, S Safra… - Journal of Computer and …, 2004 - Elsevier
We show that a boolean valued function over n variables, where each variable ranges in an
arbitrary probability space, can be tested for the property of depending on only J of them …
arbitrary probability space, can be tested for the property of depending on only J of them …
[PDF][PDF] Property testing
D Ron - COMBINATORIAL OPTIMIZATION-DORDRECHT-, 2001 - Citeseer
Given the ability to perform (local) queries concerning a particular object (eg, a function, or a
graph), the task is to determine whether the object has a predetermined (global) property …
graph), the task is to determine whether the object has a predetermined (global) property …