most citedNorm-based Generalization Bounds for Compositionally Sparse Neural Networks

2 citations · 2 across the 1 of their papers we have counts for

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cs.LG2023★ 2 cited

Norm-based Generalization Bounds for Compositionally Sparse Neural Networks

Tomer Galanti, Mengjia Xu, Liane Galanti +1

In this paper, we investigate the Rademacher complexity of deep sparse neural networks, where each neuron receives a small number of inputs. We prove generalization bounds for mult…