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GECCO
2008
Springer
118views Optimization» more  GECCO 2008»
15 years 5 months ago
Unsupervised learning of echo state networks: balancing the double pole
A possible alternative to fine topology tuning for Neural Network (NN) optimization is to use Echo State Networks (ESNs), recurrent NNs built upon a large reservoir of sparsely r...
Fei Jiang, Hugues Berry, Marc Schoenauer
106
Voted
ICDCS
2007
IEEE
15 years 11 months ago
D-Swoosh: A Family of Algorithms for Generic, Distributed Entity Resolution
Omar Benjelloun, Hector Garcia-Molina, Heng Gong, ...
136
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SC
2000
ACM
15 years 9 months ago
Parallel Smoothed Aggregation Multigrid: Aggregation Strategies on Massively Parallel Machines
Algebraic multigrid methods offer the hope that multigrid convergence can be achieved (for at least some important applications) without a great deal of effort from engineers an...
Ray S. Tuminaro, Charles Tong
SIAMCOMP
1998
137views more  SIAMCOMP 1998»
15 years 4 months ago
Primal-Dual RNC Approximation Algorithms for Set Cover and Covering Integer Programs
We build on the classical greedy sequential set cover algorithm, in the spirit of the primal-dual schema, to obtain simple parallel approximation algorithms for the set cover probl...
Sridhar Rajagopalan, Vijay V. Vazirani