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13

SODA
2010
ACM

157views Algorithms» more SODA 2010»

Testing monotone high-dimensional distributions

14 years 2 months ago

A monotone distribution P over a (partially) ordered domain assigns higher probability to y than to x if y x in the order. We study several natural problems concerning testing pr...

Ronitt Rubinfeld, Rocco A. Servedio

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13

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APPROX
2010
Springer

135views Algorithms» more APPROX 2010»

Monotonicity Testing and Shortest-Path Routing on the Cube

13 years 4 months ago

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We study the problem of monotonicity testing over the hypercube. As previously observed in several works, a positive answer to a natural question about routing properties of the hy...

Jop Briët, Sourav Chakraborty, David Garc&iac...

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16

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STACS
2005
Springer

102views Theoretical Computer Science» more STACS 2005»

Information Theory in Property Testing and Monotonicity Testing in Higher Dimension

13 years 10 months ago

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In property testing, we are given oracle access to a function f, and we wish to test if the function satisﬁes a given property P, or it is ε-far from having that property. In a...

Nir Ailon, Bernard Chazelle

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12

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STOC
2004
ACM

94views Algorithms» more STOC 2004»

Sublinear algorithms for testing monotone and unimodal distributions

14 years 5 months ago

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The complexity of testing properties of monotone and unimodal distributions, when given access only to samples of the distribution, is investigated. Two kinds of sublineartime alg...

Tugkan Batu, Ravi Kumar, Ronitt Rubinfeld

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6

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STOC
2002
ACM

81views Algorithms» more STOC 2002»

Monotonicity testing over general poset domains

14 years 5 months ago