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cs.LG2020
Differential radial basis function network for sequence modelling
Kojo Sarfo Gyamfi, James Brusey, Elena Gaura
We propose a differential radial basis function (RBF) network termed RBF-DiffNet -- whose hidden layer blocks are partial differential equations (PDEs) linear in terms of the RBF -…
cs.LG2017★ 29 cited
Linear classifier design under heteroscedasticity in Linear Discriminant Analysis
Kojo Sarfo Gyamfi, James Brusey, Andrew Hunt +1
Under normality and homoscedasticity assumptions, Linear Discriminant Analysis (LDA) is known to be optimal in terms of minimising the Bayes error for binary classification. In the…