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94
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IJON
2010
114views more  IJON 2010»
14 years 12 months ago
Optimization method based extreme learning machine for classification
Guang-Bin Huang, Xiaojian Ding, Hongming Zhou
310
Voted
FTML
2011
351views Fuzzy Logic» more  FTML 2011»
14 years 2 months ago
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
Stephen Boyd, Neal Parikh, Eric Chu, Borja Peleato...
121
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SEAL
2010
Springer
15 years 29 days ago
Generating Sequential Space-Filling Designs Using Genetic Algorithms and Monte Carlo Methods
In this paper, the authors compare a Monte Carlo method and an optimization-based approach using genetic algorithms for sequentially generating space-filling experimental designs....
Karel Crombecq, Tom Dhaene
100
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ML
2002
ACM
145views Machine Learning» more  ML 2002»
15 years 2 months ago
Boosting Methods for Regression
In this paper we examine ensemble methods for regression that leverage or "boost" base regressors by iteratively calling them on modified samples. The most successful lev...
Nigel Duffy, David P. Helmbold