Implicit regularization of dropout

13 July 2022

Papers citing "Implicit regularization of dropout"

9 / 9 papers shown

Title
High-order Regularization for Machine Learning and Learning-based Control Xinghua Liu Ming Cao 25 0 0 13 May 2025
Analytic theory of dropout regularization Francesco Mori Francesca Mignacco 34 0 0 12 May 2025
How Effective Can Dropout Be in Multiple Instance Learning ? Wenhui Zhu Peijie Qiu Xiwen Chen Zhangsihao Yang Aristeidis Sotiras Abolfazl Razi Yanjie Wang 37 0 0 21 Apr 2025
Reasoning Bias of Next Token Prediction Training Pengxiao Lin Zhongwang Zhang Zhi-Qin John Xu LRM 94 2 0 21 Feb 2025
Understanding the Initial Condensation of Convolutional Neural Networks Zhangchen Zhou Hanxu Zhou Yuqing Li Zhi-Qin John Xu MLT AI4CE 26 5 0 17 May 2023
Linear Stability Hypothesis and Rank Stratification for Nonlinear Models Yaoyu Zhang Zhongwang Zhang Leyang Zhang Zhiwei Bai Tao Luo Z. Xu 27 6 0 21 Nov 2022
Dropout: Explicit Forms and Capacity Control R. Arora Peter L. Bartlett Poorya Mianjy Nathan Srebro 64 37 0 06 Mar 2020
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 2,890 0 15 Sep 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012