Generalization Error in Deep Learning

3 August 2018

Papers citing "Generalization Error in Deep Learning"

8 / 58 papers shown

Title
Deep Model Reference Adaptive Control Girish Joshi Girish Chowdhary BDL AI4CE 21 57 0 18 Sep 2019
Lautum Regularization for Semi-supervised Transfer Learning Daniel Jakubovitz M. Rodrigues Raja Giryes 20 4 0 02 Apr 2019
Deep Learning for Inverse Problems: Bounds and Regularizers Jaweria Amjad Zhaoyang Lyu M. Rodrigues 8 4 0 31 Jan 2019
Frequency Principle in Deep Learning with General Loss Functions and Its Potential Application Z. Xu 14 15 0 26 Nov 2018
Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks Peter L. Bartlett Nick Harvey Christopher Liaw Abbas Mehrabian 16 423 0 08 Mar 2017
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 287 2,890 0 15 Sep 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding V. Papyan Yaniv Romano Michael Elad 56 284 0 27 Jul 2016
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 119 577 0 27 Feb 2015