Xiao-guang Liu

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In this paper, we investigate an optimization scheme for extreme learning machine (ELM) regression, named OELR, to overcome the limitation of ELM that it may lead to overfitting on large training data sets. OELR amounts to minimization of ε-insensitive loss and minimization of the norm of the output weights of single hidden layer feedforward networks(More)
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