Matthias Chung
Matthias Chung
Associate Professor of Mathematics, Emory University
Verified email at - Homepage
Cited by
Cited by
The selfish brain: competition for energy resources
A Peters, U Schweiger, L Pellerin, C Hubold, KM Oltmanns, M Conrad, ...
Neuroscience & Biobehavioral Reviews 28 (2), 143-180, 2004
An effective method for parameter estimation with PDE constraints with multiple right-hand sides
E Haber, M Chung, F Herrmann
SIAM Journal on Optimization 22 (3), 739-757, 2012
The principle of homeostasis in the hypothalamus-pituitary-adrenal system: new insight from positive feedback
A Peters, M Conrad, C Hubold, U Schweiger, B Fischer, HL Fehm
American Journal of Physiology-Regulatory, Integrative and Comparative …, 2007
Modeling the hypothalamus–pituitary–adrenal system: homeostasis by interacting positive and negative feedback
M Conrad, C Hubold, B Fischer, A Peters
Journal of biological physics 35, 149-162, 2009
Experimental design for biological systems
M Chung, E Haber
SIAM Journal on Control and Optimization 50 (1), 471-489, 2012
Designing optimal spectral filters for inverse problems
J Chung, M Chung, DP O'Leary
SIAM Journal on Scientific Computing 33 (6), 3132-3152, 2011
Multiresolution on the sphere
M Conrad, J Prestin
Tutorials on Multiresolution in Geometric Modelling: Summer School Lecture …, 2002
Sampled Tikhonov regularization for large linear inverse problems
JT Slagel, J Chung, M Chung, D Kozak, L Tenorio
Inverse Problems 35 (11), 114008, 2019
Linking neuronal brain activity to the glucose metabolism
B Göbel, KM Oltmanns, M Chung
Theoretical Biology and Medical Modelling 10 (1), 1-19, 2013
A tutorial on rank-based coefficient estimation for censored data in small-and large-scale problems
M Chung, Q Long, BA Johnson
Statistics and computing 23, 601-614, 2013
Learning regularization parameters of inverse problems via deep neural networks
BM Afkham, J Chung, M Chung
Inverse Problems 37 (10), 105017, 2021
Optimal regularized low rank inverse approximation
J Chung, M Chung, DP O'Leary
Linear Algebra and its Applications 468, 260-269, 2015
Hierarchical feature selection incorporating known and novel biological information: Identifying genomic features related to prostate cancer recurrence
Y Zhao, M Chung, BA Johnson, CS Moreno, Q Long
Journal of the American Statistical Association 111 (516), 1427-1439, 2016
An efficient approach for computing optimal low-rank regularized inverse matrices
J Chung, M Chung
Inverse Problems 30 (11), 114009, 2014
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
Stochastic Newton and quasi-Newton methods for large linear least-squares problems
J Chung, M Chung, JT Slagel, L Tenorio
arXiv preprint arXiv:1702.07367, 2017
Parameter and uncertainty estimation for dynamical systems using surrogate stochastic processes
M Chung, M Binois, RB Gramacy, JM Bardsley, DJ Moquin, AP Smith, ...
SIAM Journal on Scientific Computing 41 (4), A2212-A2238, 2019
Simultaneous source for non-uniform data variance and missing data
E Haber, M Chung
arXiv preprint arXiv:1404.5254, 2014
Identification of microbiota dynamics using robust parameter estimation methods
M Chung, J Krueger, M Pop
Mathematical biosciences 294, 71-84, 2017
Risk prediction for prostate cancer recurrence through regularized estimation with simultaneous adjustment for nonlinear clinical effects
Q Long, M Chung, CS Moreno, BA Johnson
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