Hongzhou Lin, Stefanie Jegelka. ResNet with one-neuron hidden layers is a Universal Approximator. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 6172-6181, 2018. [doi]
Abstract is missing.