Julianne Chung

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Matthias ChungAssociate Professor of Mathematics, Emory UniversityE-mail confirmado em emory.edu
James NagyProfessor of Mathematics and Computer Science, Emory UniversityE-mail confirmado em emory.edu
Arvind K. SaibabaAssociate Professor, North Carolina State UniversityE-mail confirmado em ncsu.edu
Dianne P O'LearyProfessor of Computer Science, University of MarylandE-mail confirmado em cs.umd.edu
Eldad HaberProfessor of Mathematics and Geophysics UBCE-mail confirmado em eoas.ubc.ca
Jiahua JiangUniversity of BirminghamE-mail confirmado em bham.ac.uk
Silvia GazzolaDipartimento di Matematica, Università di PisaE-mail confirmado em unipi.it
Scot M. MillerJohns Hopkins UniversityE-mail confirmado em jhu.edu
Lars RuthottoEmory UniversityE-mail confirmado em emory.edu
Malena EspanolArizona State UniversityE-mail confirmado em asu.edu
Babak Maboudi AfkhamPostdoc, Technical Universtiy of Denmark (DTU)E-mail confirmado em dtu.dk
Ioannis SechopoulosRadboud University Medical CenterE-mail confirmado em radboudumc.nl
Mirjeta PashaNSF Postdoctoral Associate at Massachusetts Institute of TechnologyE-mail confirmado em vt.edu
Erik WestmanProfessor of Mining and Minerals Engineering, Virginia TechE-mail confirmado em vt.edu
David KozakOxford UniversityE-mail confirmado em bnc.ox.ac.uk
Misha KilmerTufts UniversityE-mail confirmado em tufts.edu
Hodjat PendarVirginia TechE-mail confirmado em vt.edu
Glenn EasleyUniversity of Maryland, Johns Hopkins Applied Physics LaboratoryE-mail confirmado em jhuapl.edu
Elizabeth NewmanAssistant Professor Emory UniversityE-mail confirmado em emory.edu
Jake SochaSamuel Herrick Professor, Department of Mechanical Engineering, Virginia TechE-mail confirmado em vt.edu

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Julianne Chung

Emory University

E-mail confirmado em emory.edu

numerical linear algebra inverse problems machine learning


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
A weighted GCV method for Lanczos hybrid regularization J Chung, JG Nagy, DP O’leary Electronic Transactions on Numerical Analysis 28 (149-167), 2008, 2008	254	2008
Numerical methods for coupled super-resolution J Chung, E Haber, J Nagy Inverse Problems 22 (4), 1261, 2006	127	2006
An efficient iterative approach for large-scale separable nonlinear inverse problems J Chung, JG Nagy SIAM Journal on Scientific Computing 31 (6), 4654-4674, 2010	78	2010
Learning regularization parameters of inverse problems via deep neural networks BM Afkham, J Chung, M Chung Inverse Problems 37 (10), 105017, 2021	61	2021
Computational methods for large-scale inverse problems: a survey on hybrid projection methods J Chung, S Gazzola Siam Review 66 (2), 205-284, 2024	48	2024
Flexible Krylov Methods for Regularization J Chung, S Gazzola SIAM Journal on Scientific Computing 41 (5), S149-S171, 2019	48	2019
Generalized hybrid iterative methods for large-scale Bayesian inverse problems J Chung, AK Saibaba SIAM Journal on Scientific Computing 39 (5), S24-S46, 2017	48	2017
Efficient generalized Golub–Kahan based methods for dynamic inverse problems J Chung, AK Saibaba, M Brown, E Westman Inverse Problems 34 (2), 024005, 2018	42	2018
A hybrid LSMR algorithm for large-scale Tikhonov regularization J Chung, K Palmer SIAM Journal on Scientific Computing 37 (5), S562-S580, 2015	41	2015
Large-Scale Inverse Problems in Imaging. J Chung, S Knepper, JG Nagy Handbook of Mathematical Methods in Imaging 1, 2015	40	2015
Learning regularization parameters for general-form Tikhonov J Chung, MI Español Inverse Problems 33 (7), 074004, 2017	37	2017
Designing optimal spectral filters for inverse problems J Chung, M Chung, DP O'Leary SIAM Journal on Scientific Computing 33 (6), 3132-3152, 2011	37	2011
Numerical algorithms for polyenergetic digital breast tomosynthesis reconstruction J Chung, JG Nagy, I Sechopoulos SIAM Journal on Imaging Sciences 3 (1), 133-152, 2010	35	2010
Motion estimation and correction in photoacoustic tomographic reconstruction J Chung, L Nguyen SIAM Journal on Imaging Sciences 10 (1), 216-242, 2017	32	2017
High-resolution iris image reconstruction from low-resolution imagery R Barnard, VP Pauca, TC Torgersen, RJ Plemmons, S Prasad, ... Advanced Signal Processing Algorithms, Architectures, and Implementations …, 2006	30	2006
Sampled Tikhonov regularization for large linear inverse problems JT Slagel, J Chung, M Chung, D Kozak, L Tenorio Inverse Problems 35 (11), 114008, 2019	28	2019
Optimal experimental design for inverse problems with state constraints L Ruthotto, J Chung, M Chung SIAM Journal on Scientific Computing 40 (4), B1080-B1100, 2018	28	2018
Optimal regularization parameters for general-form Tikhonov regularization J Chung, MI Español, T Nguyen arXiv preprint arXiv:1407.1911, 2014	23	2014
An efficient approach for computing optimal low-rank regularized inverse matrices J Chung, M Chung Inverse Problems 30 (11), 114009, 2014	22	2014
Computing optimal low-rank matrix approximations for image processing J Chung, M Chung 2013 Asilomar Conference on Signals, Systems and Computers, 670-674, 2013	22	2013

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