477 citations · 1.3k across the 43 of their papers we have counts for
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stat.ML2016★ 477 cited
Group Sparse Regularization for Deep Neural Networks
Simone Scardapane, Danilo Comminiello, Amir Hussain +1
In this paper, we consider the joint task of simultaneously optimizing (i) the weights of a deep neural network, (ii) the number of neurons for each hidden layer, and (iii) the sub…
stat.ML2016★ 8 cited
Learning activation functions from data using cubic spline interpolation
Simone Scardapane, Michele Scarpiniti, Danilo Comminiello +1
Neural networks require a careful design in order to perform properly on a given task. In particular, selecting a good activation function (possibly in a data-dependent fashion) is…