Exponential Convergence of the Deep Neural Network Approximation for Analytic Functions

1 July 2018

Papers citing "Exponential Convergence of the Deep Neural Network Approximation for Analytic Functions"

6 / 6 papers shown

Title
Embedding Principle in Depth for the Loss Landscape Analysis of Deep Neural Networks Zhiwei Bai Yaoyu Zhang Z. Xu Yaoyu Zhang 54 6 0 26 May 2022
The Expressive Power of Neural Networks: A View from the Width Zhou Lu Hongming Pu Feicheng Wang Zhiqiang Hu Liwei Wang 65 886 0 08 Sep 2017
Why and When Can Deep -- but Not Shallow -- Networks Avoid the Curse of Dimensionality: a Review T. Poggio H. Mhaskar Lorenzo Rosasco Brando Miranda Q. Liao 66 575 0 02 Nov 2016
Why Deep Neural Networks for Function Approximation? Shiyu Liang R. Srikant 59 383 0 13 Oct 2016
Error bounds for approximations with deep ReLU networks Dmitry Yarotsky 135 1,226 0 03 Oct 2016
Benefits of depth in neural networks Matus Telgarsky 290 605 0 14 Feb 2016