54 citations · 197 across the 28 of their papers we have counts for
Showing 2016 · stat.MLShow all
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stat.ML2016★ 3 cited
A Novel Representation of Neural Networks
Anthony Caterini, Dong Eui Chang
Deep Neural Networks (DNNs) have become very popular for prediction in many areas. Their strength is in representation with a high number of parameters that are commonly learned vi…
stat.ML2016★ 6 cited
A Geometric Framework for Convolutional Neural Networks
Anthony L. Caterini, Dong Eui Chang
In this paper, a geometric framework for neural networks is proposed. This framework uses the inner product space structure underlying the parameter set to perform gradient descent…