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

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

21 May 2018

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

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Title
Ensemble Kalman filter for uncertainty in human language comprehension Diksha Bhandari Alessandro Lopopolo Milena Rabovsky Sebastian Reich BDL UQLM 108 0 0 05 May 2025
Training neural networks without backpropagation using particles Deepak Kumar 146 0 0 07 Dec 2024
Affine Invariant Ensemble Transform Methods to Improve Predictive Uncertainty in Neural Networks Diksha Bhandari Jakiw Pidstrigach Sebastian Reich 72 1 0 09 Sep 2023
Gradient-free training of neural ODEs for system identification and control using ensemble Kalman inversion Lucas Böttcher BDL 74 11 0 15 Jul 2023
Efficient Bayesian Physics Informed Neural Networks for Inverse Problems via Ensemble Kalman Inversion Andrew Pensoneault Xueyu Zhu PINN 65 5 0 13 Mar 2023
Stable Anderson Acceleration for Deep Learning Massimiliano Lupo Pasini Junqi Yin Viktor Reshniak M. Stoyanov 59 4 0 26 Oct 2021
Mean-Field and Kinetic Descriptions of Neural Differential Equations Michael Herty T. Trimborn G. Visconti 118 6 0 07 Jan 2020
Ensemble Kalman Inversion: A Derivative-Free Technique For Machine Learning Tasks Nikola B. Kovachki Andrew M. Stuart BDL 107 138 0 10 Aug 2018