55 citations · 102 across the 14 of their papers we have counts for
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cs.LG2019★ 4 cited
A Geometric Modeling of Occam's Razor in Deep Learning
Ke Sun, Frank Nielsen
Why do deep neural networks (DNNs) benefit from very high dimensional parameter spaces? Their huge parameter complexities vs stunning performance in practice is all the more intrig…
cs.LG2019★ 11 cited
Fisher-Bures Adversary Graph Convolutional Networks
Ke Sun, Piotr Koniusz, Zhen Wang
In a graph convolutional network, we assume that the graph is generated wrt some observation noise. During learning, we make small random perturbations of the graph and tr…