On dimension reduction in Gaussian filters

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On dimension reduction in Gaussian filters

26 August 2015

Youssef Marzouk

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Papers citing "On dimension reduction in Gaussian filters"

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Title
Computation-Aware Kalman Filtering and Smoothing Marvin Pfortner Jonathan Wenger Jon Cockayne Philipp Hennig 136 4 0 13 Mar 2025
An Ensemble Score Filter for Tracking High-Dimensional Nonlinear Dynamical Systems Feng Bao Zezhong Zhang Guannan Zhang DiffM 76 13 0 02 Sep 2023
Ensemble transport smoothing. Part II: Nonlinear updates M. Ramgraber Ricardo Baptista D. McLaughlin Youssef Marzouk 54 6 0 31 Oct 2022
Reconstruction and segmentation from sparse sequential X-ray measurements of wood logs Sebastian Springer Aldo Glielmo A. Senchukova T. Kauppi Jarkko Suuronen L. Roininen H. Haario A. Hauptmann 130 2 0 20 Jun 2022
RMFGP: Rotated Multi-fidelity Gaussian process with Dimension Reduction for High-dimensional Uncertainty Quantification Jiahao Zhang Shiqi Zhang Guang Lin 15 0 0 11 Apr 2022
Bayesian inverse regression for dimension reduction with small datasets Xin Cai Guang Lin Jinglai Li 30 1 0 19 Jun 2019
A defensive marginal particle filtering method for data assimilation Linjie Wen Jiangqi Wu Linjun Lu Jinglai Li 38 3 0 20 Oct 2018
Undersampled dynamic X-ray tomography with dimension reduction Kalman filter J. Hakkarainen Z. Purisha A. Solonen S. Siltanen MedIm 20 17 0 02 May 2018
Likelihood informed dimension reduction for inverse problems in remote sensing of atmospheric constituent profiles Otto Lamminpaa M. Laine S. Tukiainen J. Tamminen 29 3 0 08 Sep 2017