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…