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neural network expressiveness

4 papers

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Co-occurring keywords · papers mentioning both

neural network (2) deep rectifier network (1) width-bounded network (1) width efficiency (1) feature dimension (1) depth efficiency (1) graph neural network (1) activation pattern (1) universal approximator (1) linear region (1)

Papers

Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks NeurIPS 2022 Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size AAAI 2021 Empirical Bounds on Linear Regions of Deep Rectifier Networks AAAI 2020 The Expressive Power of Neural Networks: A View from the Width NeurIPS 2017