19 citations · 88 across the 11 of their papers we have counts for
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math.OC2011★ 16 cited
Robust artificial neural networks and outlier detection. Technical report
Gleb Beliakov, Andrei Kelarev, John Yearwood
Large outliers break down linear and nonlinear regression models. Robust regression methods allow one to filter out the outliers when building a model. By replacing the traditional…
cs.DC2011★ 11 cited
Parallel calculation of the median and order statistics on GPUs with application to robust regression
Gleb Beliakov
We present and compare various approaches to a classical selection problem on Graphics Processing Units (GPUs). The selection problem consists in selecting the -th smallest elem…