23 citations · 47 across the 17 of their papers we have counts for
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cs.LG2019★ 12 cited
Neural network integral representations with the ReLU activation function
Armenak Petrosyan, Anton Dereventsov, Clayton Webster
In this effort, we derive a formula for the integral representation of a shallow neural network with the ReLU activation function. We assume that the outer weighs admit a finite $L…
cs.LG2019
Greedy Shallow Networks: An Approach for Constructing and Training Neural Networks
Anton Dereventsov, Armenak Petrosyan, Clayton Webster
We present a greedy-based approach to construct an efficient single hidden layer neural network with the ReLU activation that approximates a target function. In our approach we obt…