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ICDE
1987
IEEE
81views Database» more  ICDE 1987»
13 years 11 months ago
Multidimensional Dynamic Quantile Hashing is Very Efficient for Non-Uniform Record Distributions
: Previous multidimensional dynamic hashing schemes exhibit two obvious shortcomings. First, even for uniform record distribution, the retrieval performance of these schemes suffer...
Hans-Peter Kriegel, Bernhard Seeger
COLT
1999
Springer
13 years 11 months ago
Uniform-Distribution Attribute Noise Learnability
We study the problem of PAC-learning Boolean functions with random attribute noise under the uniform distribution. We define a noisy distance measure for function classes and sho...
Nader H. Bshouty, Jeffrey C. Jackson, Christino Ta...
COLT
2003
Springer
14 years 22 days ago
Learning Random Log-Depth Decision Trees under the Uniform Distribution
We consider three natural models of random logarithmic depth decision trees over Boolean variables. We give an efficient algorithm that for each of these models learns all but an ...
Jeffrey C. Jackson, Rocco A. Servedio
COMBINATORICS
2004
89views more  COMBINATORICS 2004»
13 years 7 months ago
Uniform Edge Distribution in Hypergraphs is Hereditary
Let (0, 1), l 2 and let Hn be an l-graph on n vertices. Hn is (, )-uniform if every n vertices of Hn span (
Dhruv Mubayi, Vojtech Rödl
COLT
2008
Springer
13 years 9 months ago
Learning Random Monotone DNF Under the Uniform Distribution
We show that randomly generated monotone c log(n)-DNF formula can be learned exactly in probabilistic polynomial time. Our notion of randomly generated is with respect to a unifor...
Linda Sellie