On the rate of convergence of image classifiers based on convolutional neural networks

3 March 2020

Papers citing "On the rate of convergence of image classifiers based on convolutional neural networks"

10 / 10 papers shown

Title
Sharp Rate of Convergence for Deep Neural Network Classifiers under the Teacher-Student Setting Tianyang Hu Zuofeng Shang Guang Cheng 113 19 0 19 Jan 2020
Generalization Bounds for Convolutional Neural Networks Shan Lin Jingwei Zhang MLT 50 34 0 03 Oct 2019
Equivalence of approximation by convolutional neural networks and fully-connected networks P. Petersen Felix Voigtländer 60 80 0 04 Sep 2018
Universality of Deep Convolutional Neural Networks Ding-Xuan Zhou HAI PINN 412 516 0 28 May 2018
Universal approximations of invariant maps by neural networks Dmitry Yarotsky 124 213 0 26 Apr 2018
A comparison of deep networks with ReLU activation function and linear spline-type methods Konstantin Eckle Johannes Schmidt-Hieber 69 331 0 06 Apr 2018
Nonparametric regression using deep neural networks with ReLU activation function Johannes Schmidt-Hieber 225 811 0 22 Aug 2017
Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks Peter L. Bartlett Nick Harvey Christopher Liaw Abbas Mehrabian 203 432 0 08 Mar 2017
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 626 13,427 0 25 Aug 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 246 16,361 0 30 Apr 2014