Generalization Bounds for Convolutional Neural Networks

3 October 2019

Papers citing "Generalization Bounds for Convolutional Neural Networks"

8 / 8 papers shown

Title
Statistically guided deep learning Michael Kohler A. Krzyżak ODL BDL 79 0 0 11 Apr 2025
Under-Counted Tensor Completion with Neural Incorporation of Attributes Shahana Ibrahim Xiao Fu R. Hutchinson Eugene Seo 38 1 0 05 Jun 2023
Theoretical Analysis of Inductive Biases in Deep Convolutional Networks Zihao Wang Lei Wu 25 20 0 15 May 2023
Data-Adaptive Discriminative Feature Localization with Statistically Guaranteed Interpretation Ben Dai Xiaotong Shen Lingzhi Chen Chunlin Li Wei Pan FAtt 21 1 0 18 Nov 2022
Norm-based generalisation bounds for multi-class convolutional neural networks Antoine Ledent Waleed Mustafa Yunwen Lei Marius Kloft 18 5 0 29 May 2019
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 308 2,892 0 15 Sep 2016
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 127 577 0 27 Feb 2015
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 183 1,185 0 30 Nov 2014