Edit Profile (opens in new tab) Chung, Julianne M. Co-Author Distance Author ID: chung.julianne-m Published as: Chung, Julianne; Chung, Julianne M. External Links: MGP Documents Indexed: 37 Publications since 2006, including 9 Additional arXiv Preprints 1 Contribution as Editor Co-Authors: 31 Co-Authors with 37 Joint Publications 621 Co-Co-Authors all top 5 Co-Authors 0 single-authored 13 Chung, Matthias 6 Nagy, James Gerard 6 O’Leary, Dianne P. 6 Saibaba, Arvind Krishna 4 Jiang, Jiahua 3 Gazzola, Silvia 3 Slagel, J. Tanner 3 Tenorio, Luis 2 Afkham, Babak Maboudi 2 de Sturler, Eric 2 Español, Malena I. 2 Knepper, Sarah 2 Miller, Scot M. 2 Petroske, Katrina 2 Ruthotto, Lars 1 Aldroubi, Akram 1 Caudillo-Mata, Luz Angélica 1 Cho, Taewon 1 Easley, Glenn R. 1 González-Casanova, Pedro 1 Haber, Eldad 1 Hall-Hooper, Khalil A 1 Kilmer, Misha Elena 1 Kozak, David 1 Mashreghi, Javad 1 Newman, Elizabeth 1 Palmer, Katrina 1 Pasha, Mirjeta 1 Sabaté Landman, Malena 1 Sechopoulos, Ioannis 1 Westman, Erik all top 5 Serials 11 SIAM Journal on Scientific Computing 8 Inverse Problems 2 SIAM Journal on Imaging Sciences 1 SIAM Journal on Matrix Analysis and Applications 1 Linear Algebra and its Applications 1 Journal of Mathematical Imaging and Vision 1 Numerical Linear Algebra with Applications 1 ETNA. Electronic Transactions on Numerical Analysis 1 Sampling Theory in Signal and Image Processing all top 5 Fields 27 Numerical analysis (65-XX) 10 Information and communication theory, circuits (94-XX) 9 Computer science (68-XX) 6 Statistics (62-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 3 General and overarching topics; collections (00-XX) 3 Biology and other natural sciences (92-XX) 2 Operations research, mathematical programming (90-XX) 1 Partial differential equations (35-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Differential geometry (53-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 28 Publications have been cited 263 times in 159 Documents Cited by ▼ Year ▼ A weighted-GCV method for Lanczos-hybrid regularization. Zbl 1171.65029 Chung, Julianne; Nagy, James G.; O’Leary, Dianne P. 52 2008 Numerical methods for coupled super-resolution. Zbl 1147.93302 Chung, Julianne; Haber, Eldad; Nagy, James 19 2006 An efficient iterative approach for large-scale separable nonlinear inverse problems. Zbl 1205.65160 Chung, Julianne; Nagy, James G. 18 2010 Designing optimal spectral filters for inverse problems. Zbl 1269.65040 Chung, Julianne; Chung, Matthias; O’Leary, Dianne P. 15 2011 Efficient generalized Golub-Kahan based methods for dynamic inverse problems. Zbl 1385.65034 Chung, Julianne; Saibaba, Arvind K.; Brown, Matthew; Westman, Erik 13 2018 A framework for regularization via operator approximation. Zbl 1320.65058 Chung, Julianne M.; Kilmer, Misha E.; O’Leary, Dianne P. 12 2015 Flexible Krylov methods for \(\ell_p\) regularization. Zbl 1436.65043 Chung, Julianne; Gazzola, Silvia 12 2019 Optimal experimental design for inverse problems with state constraints. Zbl 1392.62232 Ruthotto, Lars; Chung, Julianne; Chung, Matthias 12 2018 A hybrid LSMR algorithm for large-scale Tikhonov regularization. Zbl 1325.65057 Chung, Julianne; Palmer, Katrina 11 2015 Sampled Tikhonov regularization for large linear inverse problems. Zbl 1434.65083 Slagel, J. Tanner; Chung, Julianne; Chung, Matthias; Kozak, David; Tenorio, Luis 11 2019 An efficient approach for computing optimal low-rank regularized inverse matrices. Zbl 1305.65130 Chung, Julianne; Chung, Matthias 10 2014 Generalized hybrid iterative methods for large-scale Bayesian inverse problems. Zbl 1422.65065 Chung, Julianne; Saibaba, Arvind K. 9 2017 Motion estimation and correction in photoacoustic tomographic reconstruction. Zbl 1364.53070 Chung, Julianne; Nguyen, Linh 9 2017 Numerical algorithms for polyenergetic digital breast tomosynthesis reconstruction. Zbl 1192.92029 Chung, Julianne; Nagy, James G.; Sechopoulos, Ioannis 7 2010 Optimal regularized low rank inverse approximation. Zbl 1307.65048 Chung, Julianne; Chung, Matthias; O’Leary, Dianne P. 7 2015 Learning regularization parameters for general-form Tikhonov. Zbl 1414.68048 Chung, Julianne; Español, Malena I. 7 2017 Learning regularization parameters of inverse problems via deep neural networks. Zbl 07411952 Afkham, Babak Maboudi; Chung, Julianne; Chung, Matthias 7 2021 Windowed spectral regularization of inverse problems. Zbl 1269.65041 Chung, Julianne; Easley, Glenn; O’Leary, Dianne P. 6 2011 Large-scale inverse problems in imaging. Zbl 1259.94014 Chung, Julianne; Knepper, Sarah; Nagy, James G. 6 2011 Sampled limited memory methods for massive linear inverse problems. Zbl 07371362 Chung, Julianne; Chung, Matthias; Tanner Slagel, J.; Tenorio, Luis 4 2020 Large-scale inverse problems in imaging. 2nd edition. Zbl 1331.94015 Chung, Julianne; Knepper, Sarah; Nagy, James G. 3 2015 Optimal filters from calibration data for image deconvolution with data acquisition error. Zbl 1255.94011 Chung, Julianne; Chung, Matthias; O’leary, Dianne P. 3 2012 Optimal regularized inverse matrices for inverse problems. Zbl 1367.65059 Chung, Julianne; Chung, Matthias 2 2017 Hybrid projection methods with recycling for inverse problems. Zbl 1490.65069 Jiang, Jiahua; Chung, Julianne; de Sturler, Eric 2 2021 Efficient Krylov subspace methods for uncertainty quantification in large Bayesian linear inverse problems. Zbl 07286028 Saibaba, Arvind K.; Chung, Julianne; Petroske, Katrina 2 2020 slimTrain – a stochastic approximation method for training separable deep neural networks. Zbl 07569641 Newman, Elizabeth; Chung, Julianne; Chung, Matthias; Ruthotto, Lars 2 2022 Hybrid projection methods for large-scale inverse problems with mixed Gaussian priors. Zbl 1464.65038 Cho, Taewon; Chung, Julianne; Jiang, Jiahua 1 2021 Hybrid projection methods with recycling for inverse problems. Zbl 1512.65070 Jiang, Jiahua; Chung, Julianne; de Sturler, Eric 1 2021 slimTrain – a stochastic approximation method for training separable deep neural networks. Zbl 07569641 Newman, Elizabeth; Chung, Julianne; Chung, Matthias; Ruthotto, Lars 2 2022 Learning regularization parameters of inverse problems via deep neural networks. Zbl 07411952 Afkham, Babak Maboudi; Chung, Julianne; Chung, Matthias 7 2021 Hybrid projection methods with recycling for inverse problems. Zbl 1490.65069 Jiang, Jiahua; Chung, Julianne; de Sturler, Eric 2 2021 Hybrid projection methods for large-scale inverse problems with mixed Gaussian priors. Zbl 1464.65038 Cho, Taewon; Chung, Julianne; Jiang, Jiahua 1 2021 Hybrid projection methods with recycling for inverse problems. Zbl 1512.65070 Jiang, Jiahua; Chung, Julianne; de Sturler, Eric 1 2021 Sampled limited memory methods for massive linear inverse problems. Zbl 07371362 Chung, Julianne; Chung, Matthias; Tanner Slagel, J.; Tenorio, Luis 4 2020 Efficient Krylov subspace methods for uncertainty quantification in large Bayesian linear inverse problems. Zbl 07286028 Saibaba, Arvind K.; Chung, Julianne; Petroske, Katrina 2 2020 Flexible Krylov methods for \(\ell_p\) regularization. Zbl 1436.65043 Chung, Julianne; Gazzola, Silvia 12 2019 Sampled Tikhonov regularization for large linear inverse problems. Zbl 1434.65083 Slagel, J. Tanner; Chung, Julianne; Chung, Matthias; Kozak, David; Tenorio, Luis 11 2019 Efficient generalized Golub-Kahan based methods for dynamic inverse problems. Zbl 1385.65034 Chung, Julianne; Saibaba, Arvind K.; Brown, Matthew; Westman, Erik 13 2018 Optimal experimental design for inverse problems with state constraints. Zbl 1392.62232 Ruthotto, Lars; Chung, Julianne; Chung, Matthias 12 2018 Generalized hybrid iterative methods for large-scale Bayesian inverse problems. Zbl 1422.65065 Chung, Julianne; Saibaba, Arvind K. 9 2017 Motion estimation and correction in photoacoustic tomographic reconstruction. Zbl 1364.53070 Chung, Julianne; Nguyen, Linh 9 2017 Learning regularization parameters for general-form Tikhonov. Zbl 1414.68048 Chung, Julianne; Español, Malena I. 7 2017 Optimal regularized inverse matrices for inverse problems. Zbl 1367.65059 Chung, Julianne; Chung, Matthias 2 2017 A framework for regularization via operator approximation. Zbl 1320.65058 Chung, Julianne M.; Kilmer, Misha E.; O’Leary, Dianne P. 12 2015 A hybrid LSMR algorithm for large-scale Tikhonov regularization. Zbl 1325.65057 Chung, Julianne; Palmer, Katrina 11 2015 Optimal regularized low rank inverse approximation. Zbl 1307.65048 Chung, Julianne; Chung, Matthias; O’Leary, Dianne P. 7 2015 Large-scale inverse problems in imaging. 2nd edition. Zbl 1331.94015 Chung, Julianne; Knepper, Sarah; Nagy, James G. 3 2015 An efficient approach for computing optimal low-rank regularized inverse matrices. Zbl 1305.65130 Chung, Julianne; Chung, Matthias 10 2014 Optimal filters from calibration data for image deconvolution with data acquisition error. Zbl 1255.94011 Chung, Julianne; Chung, Matthias; O’leary, Dianne P. 3 2012 Designing optimal spectral filters for inverse problems. Zbl 1269.65040 Chung, Julianne; Chung, Matthias; O’Leary, Dianne P. 15 2011 Windowed spectral regularization of inverse problems. Zbl 1269.65041 Chung, Julianne; Easley, Glenn; O’Leary, Dianne P. 6 2011 Large-scale inverse problems in imaging. Zbl 1259.94014 Chung, Julianne; Knepper, Sarah; Nagy, James G. 6 2011 An efficient iterative approach for large-scale separable nonlinear inverse problems. Zbl 1205.65160 Chung, Julianne; Nagy, James G. 18 2010 Numerical algorithms for polyenergetic digital breast tomosynthesis reconstruction. Zbl 1192.92029 Chung, Julianne; Nagy, James G.; Sechopoulos, Ioannis 7 2010 A weighted-GCV method for Lanczos-hybrid regularization. Zbl 1171.65029 Chung, Julianne; Nagy, James G.; O’Leary, Dianne P. 52 2008 Numerical methods for coupled super-resolution. Zbl 1147.93302 Chung, Julianne; Haber, Eldad; Nagy, James 19 2006 all cited Publications top 5 cited Publications all top 5 Cited by 301 Authors 18 Chung, Julianne M. 13 Nagy, James Gerard 10 Gazzola, Silvia 9 Chung, Matthias 8 Hahn, Bernadette Nadine 6 Renaut, Rosemary Anne 6 Saibaba, Arvind Krishna 5 Alexanderian, Alen 5 Burger, Martin 5 Jia, Zhongxiao 5 Tenorio, Luis 4 Donatelli, Marco 4 Jiang, Jiahua 4 O’Leary, Dianne P. 4 Pasha, Mirjeta 4 Ruthotto, Lars 4 Sabaté Landman, Malena 4 Viloche Bazán, Fermín S. 3 Arridge, Simon R. 3 Borges, Leonardo Silveira 3 de Sturler, Eric 3 Español, Malena I. 3 Haber, Eldad 3 Helin, Tapio 3 Hnětynková, Iveta 3 Loli Piccolomini, Elena 3 Quinto, Eric Todd 3 Reichel, Lothar 3 Zhang, Jianjun 2 Afkham, Babak Maboudi 2 Antil, Harbir 2 Buccini, Alessandro 2 Chada, Neil K. 2 Chehab, Jean-Paul 2 Cui, Tiangang 2 De los Reyes, Juan Carlos 2 Dong, Suchuan 2 Hansen, Per Christian 2 Holler, Gernot 2 Hu, Yunyi 2 Hyvönen, Nuutti 2 Kilmer, Misha Elena 2 Kunisch, Karl 2 Lampe, Jörg 2 Lv, Xiaoguang 2 Maass, Peter 2 Marzouk, Youssef M. 2 Meng, Chang 2 Newman, Elizabeth 2 Novati, Paolo 2 Plešinger, Martin 2 Puska, Juha-Pekka 2 Raydan, Marcos 2 Russo, Maria Rosaria 2 Schönlieb, Carola-Bibiane 2 Shen, Huanfeng 2 Siltanen, Samuli 2 Slagel, J. Tanner 2 Soodhalter, Kirk M. 2 Soto-Quiros, Pablo 2 Spantini, Alessio 2 Stadler, Georg 2 Vatankhah, Saeed 2 Voss, Heinrich 2 Zhang, Liangpei 2 Zhang, Wenxing 1 Ahmad, Sanwar Uddin 1 Alghamdi, Amal Mohammed A 1 Altekrüger, Fabian 1 Andersen, Martin S. 1 Ardestani, Vahid E. 1 Arndt, Clemens 1 Ávila S., Claudio R. jun. 1 Azikri de Deus, Hilbeth P. 1 Ba, Fatima Antarou 1 Bardsley, Johnathan M. 1 Barnard, Richard C. 1 Beard, Paul C. 1 Beck, André T. 1 Bellavia, Stefania 1 Bellis, Cédric 1 Benner, Peter 1 Benning, Martin 1 Bentbib, Abdeslem Hafid 1 Betcke, Marta M. 1 Biros, George 1 Blanke, Stephanie E. 1 Brown, D. Andrew 1 Byrne, Michael J. 1 Castro, Paula Maria 1 Chaillat, Stéphanie 1 Chalvidal, Mathieu 1 Chang, Weike 1 Chavarría-Molina, Jeffry 1 Cheng, Xuehan 1 Cho, Taewon 1 Chouzenoux, Emilie 1 Christensen, Silja L. 1 Cichocki, Andrzej 1 Cipolla, Stefano ...and 201 more Authors all top 5 Cited in 46 Serials 36 Inverse Problems 15 SIAM Journal on Scientific Computing 9 Numerical Algorithms 7 BIT 7 SIAM Journal on Matrix Analysis and Applications 6 Journal of Computational and Applied Mathematics 5 Applied Mathematics and Computation 5 Applied Numerical Mathematics 5 ETNA. Electronic Transactions on Numerical Analysis 4 Journal of Scientific Computing 4 Inverse Problems and Imaging 4 SIAM Journal on Imaging Sciences 3 Linear Algebra and its Applications 3 GAMM-Mitteilungen 3 SIAM/ASA Journal on Uncertainty Quantification 2 Journal of Computational Physics 2 Journal of Mathematical Analysis and Applications 2 Applied Mathematical Modelling 2 Journal of Mathematical Imaging and Vision 2 Computational Optimization and Applications 2 Numerical Linear Algebra with Applications 2 Complexity 2 Acta Numerica 2 Statistics and Computing 1 Computer Methods in Applied Mechanics and Engineering 1 Journal of Mathematical Physics 1 Information Sciences 1 Signal Processing 1 The Journal of Geometric Analysis 1 Communications in Statistics. Simulation and Computation 1 SIAM Journal on Applied Mathematics 1 Computational Statistics and Data Analysis 1 SIAM Journal on Optimization 1 Mathematical Problems in Engineering 1 Sampling Theory in Signal and Image Processing 1 Oberwolfach Reports 1 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis 1 Inverse Problems in Science and Engineering 1 Proceedings of the Steklov Institute of Mathematics 1 EURASIP Journal on Advances in Signal Processing 1 Foundations and Trends in Signal Processing 1 Vestnik Samarskogo Gosudarstvennogo Tekhnicheskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki 1 Science China. Mathematics 1 Mathematical Control and Related Fields 1 Mathematics 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 25 Fields 125 Numerical analysis (65-XX) 34 Information and communication theory, circuits (94-XX) 24 Computer science (68-XX) 23 Statistics (62-XX) 21 Partial differential equations (35-XX) 20 Biology and other natural sciences (92-XX) 18 Linear and multilinear algebra; matrix theory (15-XX) 15 Operations research, mathematical programming (90-XX) 10 Calculus of variations and optimal control; optimization (49-XX) 5 Integral transforms, operational calculus (44-XX) 5 Operator theory (47-XX) 4 General and overarching topics; collections (00-XX) 4 Integral equations (45-XX) 3 Probability theory and stochastic processes (60-XX) 3 Mechanics of deformable solids (74-XX) 3 Optics, electromagnetic theory (78-XX) 3 Geophysics (86-XX) 2 Differential geometry (53-XX) 2 Systems theory; control (93-XX) 1 Number theory (11-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 Fluid mechanics (76-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year