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STOC
2009
ACM
150views Algorithms» more  STOC 2009»
14 years 9 months ago
Integrality gaps for Sherali-Adams relaxations
We prove strong lower bounds on integrality gaps of Sherali?Adams relaxations for MAX CUT, Vertex Cover, Sparsest Cut and other problems. Our constructions show gaps for Sherali?A...
Moses Charikar, Konstantin Makarychev, Yury Makary...
PR
2007
129views more  PR 2007»
13 years 8 months ago
EROS: Ensemble rough subspaces
Ensemble learning is attracting much attention from pattern recognition and machine learning domains for good generalization. Both theoretical and experimental researches show tha...
Qinghua Hu, Daren Yu, Zongxia Xie, Xiaodong Li
SPAA
1997
ACM
14 years 1 months ago
A Localized Algorithm for Parallel Association Mining
Discovery of association rules is an important database mining problem. Mining for association rules involves extracting patterns from large databases and inferring useful rules f...
Mohammed Javeed Zaki, Srinivasan Parthasarathy, We...
ALP
1997
Springer
14 years 1 months ago
Perpetuality and Uniform Normalization
We de ne a perpetual one-step reduction strategy which enables one to construct minimal (w.r.t. Levy's ordering 2 on reductions) in nite reductions in Conditional Orthogonal ...
Zurab Khasidashvili, Mizuhito Ogawa
CORR
2008
Springer
97views Education» more  CORR 2008»
13 years 9 months ago
Gaussian Belief Propagation Based Multiuser Detection
In this work, we present a novel construction for solving the linear multiuser detection problem using the Gaussian Belief Propagation algorithm. Our algorithm yields an efficient,...
Danny Bickson, Danny Dolev, Ori Shental, Paul H. S...