Generalization Error in Deep Learning

3 August 2018

Papers citing "Generalization Error in Deep Learning"

9 / 9 papers shown

Title
Information-Theoretic Generalization Bounds for Deep Neural Networks Haiyun He Christina Lee Yu 25 4 0 04 Apr 2024
Global Convergence Rate of Deep Equilibrium Models with General Activations Lan V. Truong 32 2 0 11 Feb 2023
On Rademacher Complexity-based Generalization Bounds for Deep Learning Lan V. Truong MLT 19 13 0 08 Aug 2022
Topology and geometry of data manifold in deep learning German Magai A. Ayzenberg AAML 11 11 0 19 Apr 2022
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection Xin Huang A. Khetan Rene Bidart Zohar S. Karnin 9 14 0 27 Mar 2022
Combining Varied Learners for Binary Classification using Stacked Generalization Sruthi Nair Abhishek Gupta Raunak Joshi V. Chitre 12 7 0 17 Feb 2022
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 273 2,696 0 15 Sep 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding V. Papyan Yaniv Romano Michael Elad 48 283 0 27 Jul 2016
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 111 551 0 27 Feb 2015