Never look back - A modified EnKF method and its application to the training of neural networks without back propagation

21 May 2018

Papers citing "Never look back - A modified EnKF method and its application to the training of neural networks without back propagation"

7 / 7 papers shown

Title
Training neural networks without backpropagation using particles Deepak Kumar 80 0 0 07 Dec 2024
Gradient-free training of neural ODEs for system identification and control using ensemble Kalman inversion Lucas Böttcher BDL 24 11 0 15 Jul 2023
Second Order Ensemble Langevin Method for Sampling and Inverse Problems Ziming Liu Andrew M. Stuart Yixuan Wang 27 7 0 09 Aug 2022
Stable Anderson Acceleration for Deep Learning Massimiliano Lupo Pasini Junqi Yin Viktor Reshniak M. Stoyanov 23 4 0 26 Oct 2021
Mean-Field and Kinetic Descriptions of Neural Differential Equations Michael Herty T. Trimborn G. Visconti 36 6 0 07 Jan 2020
Ensemble Kalman Inversion: A Derivative-Free Technique For Machine Learning Tasks Nikola B. Kovachki Andrew M. Stuart BDL 44 136 0 10 Aug 2018
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 310 2,896 0 15 Sep 2016