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APPROX
2008
Springer
100views Algorithms» more  APPROX 2008»
14 years 27 days ago
Corruption and Recovery-Efficient Locally Decodable Codes
A (q, , )-locally decodable code (LDC) C : {0, 1}n {0, 1}m is an encoding from n-bit strings to m-bit strings such that each bit xk can be recovered with probability at least 1 2 +...
David P. Woodruff
APPROX
2008
Springer
119views Algorithms» more  APPROX 2008»
14 years 27 days ago
The Complexity of Distinguishing Markov Random Fields
Abstract. Markov random fields are often used to model high dimensional distributions in a number of applied areas. A number of recent papers have studied the problem of reconstruc...
Andrej Bogdanov, Elchanan Mossel, Salil P. Vadhan
APPROX
2008
Springer
94views Algorithms» more  APPROX 2008»
14 years 27 days ago
Improved Approximation Guarantees through Higher Levels of SDP Hierarchies
For every fixed 0, we give an algorithm that, given an n-vertex 3-uniform hypergraph containing an independent set of size n, finds an independent set of size n(2 ) . This improv...
Eden Chlamtac, Gyanit Singh
APPROX
2008
Springer
111views Algorithms» more  APPROX 2008»
14 years 27 days ago
Extractors for Three Uneven-Length Sources
Abstract. We construct an efficient 3-source extractor that requires one of the sources to be significantly shorter than the min-entropy of the other two sources. Our extractors wo...
Anup Rao, David Zuckerman
APPROX
2008
Springer
101views Algorithms» more  APPROX 2008»
14 years 27 days ago
Learning Random Monotone DNF
We give an algorithm that with high probability properly learns random monotone DNF with t(n) terms of length log t(n) under the uniform distribution on the Boolean cube {0, 1}n ....
Jeffrey C. Jackson, Homin K. Lee, Rocco A. Servedi...