On Excess Risk Convergence Rates of Neural Network Classifiers

26 September 2023

Papers citing "On Excess Risk Convergence Rates of Neural Network Classifiers"

5 / 5 papers shown

Title
Towards a Mathematical Understanding of Neural Network-Based Machine Learning: what we know and what we don't E. Weinan Chao Ma Stephan Wojtowytsch Lei Wu AI4CE 88 134 0 22 Sep 2020
A Priori Estimates of the Population Risk for Two-layer Neural Networks Weinan E Chao Ma Lei Wu 65 132 0 15 Oct 2018
Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks Peter L. Bartlett Nick Harvey Christopher Liaw Abbas Mehrabian 213 434 0 08 Mar 2017
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 581 469 0 17 Aug 2007
Fast rates for support vector machines using Gaussian kernels Ingo Steinwart C. Scovel 288 283 0 14 Aug 2007