BibTeX records: Matthias Chung

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@article{DBLP:journals/jcam/ChungKL23,
  author       = {Matthias Chung and
                  Justin Krueger and
                  Honghu Liu},
  title        = {Least-squares finite element method for ordinary differential equations},
  journal      = {J. Comput. Appl. Math.},
  volume       = {418},
  pages        = {114660},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.cam.2022.114660},
  doi          = {10.1016/J.CAM.2022.114660},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcam/ChungKL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/GenedyCO23,
  author       = {Rana A. Genedy and
                  Matthias Chung and
                  Jactone A. Ogejo},
  title        = {Physics-informed neural networks for predicting liquid dairy manure
                  temperature during storage},
  journal      = {Neural Comput. Appl.},
  volume       = {35},
  number       = {16},
  pages        = {12159--12174},
  year         = {2023},
  url          = {https://doi.org/10.1007/s00521-023-08347-w},
  doi          = {10.1007/S00521-023-08347-W},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nca/GenedyCO23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08324,
  author       = {Babak Maboudi Afkham and
                  Julianne Chung and
                  Matthias Chung},
  title        = {Goal-oriented Uncertainty Quantification for Inverse Problems via
                  Variational Encoder-Decoder Networks},
  journal      = {CoRR},
  volume       = {abs/2304.08324},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.08324},
  doi          = {10.48550/ARXIV.2304.08324},
  eprinttype    = {arXiv},
  eprint       = {2304.08324},
  timestamp    = {Fri, 21 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-08324.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03180,
  author       = {Elizabeth Newman and
                  Jack Michael Solomon and
                  Matthias Chung},
  title        = {Image reconstructions using sparse dictionary representations and
                  implicit, non-negative mappings},
  journal      = {CoRR},
  volume       = {abs/2312.03180},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.03180},
  doi          = {10.48550/ARXIV.2312.03180},
  eprinttype    = {arXiv},
  eprint       = {2312.03180},
  timestamp    = {Mon, 01 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-03180.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/NewmanCCR22,
  author       = {Elizabeth Newman and
                  Julianne Chung and
                  Matthias Chung and
                  Lars Ruthotto},
  title        = {slimTrain - {A} Stochastic Approximation Method for Training Separable
                  Deep Neural Networks},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {44},
  number       = {4},
  pages        = {2322},
  year         = {2022},
  url          = {https://doi.org/10.1137/21m1452512},
  doi          = {10.1137/21M1452512},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/NewmanCCR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08216,
  author       = {Matthias Chung and
                  Rosemary Renaut},
  title        = {The Variable Projected Augmented Lagrangian Method},
  journal      = {CoRR},
  volume       = {abs/2207.08216},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.08216},
  doi          = {10.48550/ARXIV.2207.08216},
  eprinttype    = {arXiv},
  eprint       = {2207.08216},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-08216.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06594,
  author       = {Babak Maboudi Afkham and
                  Julianne Chung and
                  Matthias Chung},
  title        = {Learning Regularization Parameters of Inverse Problems via Deep Neural
                  Networks},
  journal      = {CoRR},
  volume       = {abs/2104.06594},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.06594},
  eprinttype    = {arXiv},
  eprint       = {2104.06594},
  timestamp    = {Mon, 19 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-06594.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14002,
  author       = {Elizabeth Newman and
                  Julianne Chung and
                  Matthias Chung and
                  Lars Ruthotto},
  title        = {slimTrain - {A} Stochastic Approximation Method for Training Separable
                  Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2109.14002},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.14002},
  eprinttype    = {arXiv},
  eprint       = {2109.14002},
  timestamp    = {Mon, 04 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-14002.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-15133,
  author       = {Matthias Chung and
                  Justin Krueger and
                  Honghu Liu},
  title        = {Least-Squares Finite Element Method for Ordinary Differential Equations},
  journal      = {CoRR},
  volume       = {abs/2109.15133},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.15133},
  eprinttype    = {arXiv},
  eprint       = {2109.15133},
  timestamp    = {Mon, 04 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-15133.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02720,
  author       = {Julianne Chung and
                  Matthias Chung and
                  Silvia Gazzola and
                  Mirjeta Pasha},
  title        = {Efficient learning methods for large-scale optimal inversion design},
  journal      = {CoRR},
  volume       = {abs/2110.02720},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.02720},
  eprinttype    = {arXiv},
  eprint       = {2110.02720},
  timestamp    = {Thu, 21 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-02720.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/ChungBGBMSS19,
  author       = {Matthias Chung and
                  Micka{\"{e}}l Binois and
                  Robert B. Gramacy and
                  Johnathan M. Bardsley and
                  David J. Moquin and
                  Amanda P. Smith and
                  Amber M. Smith},
  title        = {Parameter and Uncertainty Estimation for Dynamical Systems Using Surrogate
                  Stochastic Processes},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {41},
  number       = {4},
  pages        = {A2212--A2238},
  year         = {2019},
  url          = {https://doi.org/10.1137/18M1213403},
  doi          = {10.1137/18M1213403},
  timestamp    = {Thu, 30 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/ChungBGBMSS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/ChungCS19,
  author       = {Julianne Chung and
                  Matthias Chung and
                  J. Tanner Slagel},
  editor       = {Jan Lellmann and
                  Martin Burger and
                  Jan Modersitzki},
  title        = {Iterative Sampled Methods for Massive and Separable Nonlinear Inverse
                  Problems},
  booktitle    = {Scale Space and Variational Methods in Computer Vision - 7th International
                  Conference, {SSVM} 2019, Hofgeismar, Germany, June 30 - July 4, 2019,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11603},
  pages        = {119--130},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-22368-7\_10},
  doi          = {10.1007/978-3-030-22368-7\_10},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/scalespace/ChungCS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-07962,
  author       = {Julianne Chung and
                  Matthias Chung and
                  J. Tanner Slagel and
                  Luis Tenorio},
  title        = {Sampled Limited Memory Methods for Massive Linear Inverse Problems},
  journal      = {CoRR},
  volume       = {abs/1912.07962},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.07962},
  eprinttype    = {arXiv},
  eprint       = {1912.07962},
  timestamp    = {Fri, 03 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-07962.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/RuthottoCC18,
  author       = {Lars Ruthotto and
                  Julianne Chung and
                  Matthias Chung},
  title        = {Optimal Experimental Design for Inverse Problems with State Constraints},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {40},
  number       = {4},
  pages        = {B1080--B1100},
  year         = {2018},
  url          = {https://doi.org/10.1137/17M1143733},
  doi          = {10.1137/17M1143733},
  timestamp    = {Thu, 30 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/RuthottoCC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/ChungC17,
  author       = {Julianne Chung and
                  Matthias Chung},
  title        = {Optimal Regularized Inverse Matrices for Inverse Problems},
  journal      = {{SIAM} J. Matrix Anal. Appl.},
  volume       = {38},
  number       = {2},
  pages        = {458--477},
  year         = {2017},
  url          = {https://doi.org/10.1137/16M1066531},
  doi          = {10.1137/16M1066531},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siammax/ChungC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChungCST17,
  author       = {Julianne Chung and
                  Matthias Chung and
                  J. Tanner Slagel and
                  Luis Tenorio},
  title        = {Stochastic Newton and Quasi-Newton Methods for Large Linear Least-squares
                  Problems},
  journal      = {CoRR},
  volume       = {abs/1702.07367},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.07367},
  eprinttype    = {arXiv},
  eprint       = {1702.07367},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChungCST17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scsc/SmithLMZPSCGFBC16,
  author       = {Robert J. Smith? and
                  Bruce Y. Lee and
                  Aristides Moustakas and
                  Andreas Zeigler and
                  M{\'{e}}lanie Prague and
                  Romualdo Santos and
                  Matthias Chung and
                  Robin Gras and
                  Valery Forbes and
                  Sixten Borg and
                  Tracy Comans and
                  Yifei Ma and
                  Nieko Punt and
                  William Jusko and
                  Lucas Brotz and
                  Ayaz Hyder},
  editor       = {Floriano De Rango and
                  Jos{\'{e}} Luis Risco{-}Mart{\'{\i}}n},
  title        = {Population modelling by examples ii},
  booktitle    = {Proceedings of the Summer Computer Simulation Conference, SummerSim
                  2016, Montreal, QC, Canada, July 24-27, 2016},
  pages        = {51},
  publisher    = {Society for Computer Simulation International / {ACM} {DL}},
  year         = {2016},
  url          = {http://dl.acm.org/citation.cfm?id=3015625},
  timestamp    = {Wed, 22 Nov 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/scsc/SmithLMZPSCGFBC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChungC14,
  author       = {Julianne Chung and
                  Matthias Chung},
  title        = {An Efficient Approach for Computing Optimal Low-Rank Regularized Inverse
                  Matrices},
  journal      = {CoRR},
  volume       = {abs/1404.1610},
  year         = {2014},
  url          = {http://arxiv.org/abs/1404.1610},
  eprinttype    = {arXiv},
  eprint       = {1404.1610},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChungC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HaberC14,
  author       = {Eldad Haber and
                  Matthias Chung},
  title        = {Simultaneous Source for non-uniform data variance and missing data},
  journal      = {CoRR},
  volume       = {abs/1404.5254},
  year         = {2014},
  url          = {http://arxiv.org/abs/1404.5254},
  eprinttype    = {arXiv},
  eprint       = {1404.5254},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HaberC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/ChungLJ13,
  author       = {Matthias Chung and
                  Qi Long and
                  Brent A. Johnson},
  title        = {A tutorial on rank-based coefficient estimation for censored data
                  in small- and large-scale problems},
  journal      = {Stat. Comput.},
  volume       = {23},
  number       = {5},
  pages        = {601--614},
  year         = {2013},
  url          = {https://doi.org/10.1007/s11222-012-9333-9},
  doi          = {10.1007/S11222-012-9333-9},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sac/ChungLJ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/ChungC13,
  author       = {Julianne Chung and
                  Matthias Chung},
  editor       = {Michael B. Matthews},
  title        = {Computing optimal low-rank matrix approximations for image processing},
  booktitle    = {2013 Asilomar Conference on Signals, Systems and Computers, Pacific
                  Grove, CA, USA, November 3-6, 2013},
  pages        = {670--674},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ACSSC.2013.6810366},
  doi          = {10.1109/ACSSC.2013.6810366},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acssc/ChungC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/ChungCO12,
  author       = {Julianne Chung and
                  Matthias Chung and
                  Dianne P. O'Leary},
  title        = {Optimal Filters from Calibration Data for Image Deconvolution with
                  Data Acquisition Error},
  journal      = {J. Math. Imaging Vis.},
  volume       = {44},
  number       = {3},
  pages        = {366--374},
  year         = {2012},
  url          = {https://doi.org/10.1007/s10851-012-0332-4},
  doi          = {10.1007/S10851-012-0332-4},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmiv/ChungCO12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamco/ChungH12,
  author       = {Matthias Chung and
                  Eldad Haber},
  title        = {Experimental Design for Biological Systems},
  journal      = {{SIAM} J. Control. Optim.},
  volume       = {50},
  number       = {1},
  pages        = {471--489},
  year         = {2012},
  url          = {https://doi.org/10.1137/100791063},
  doi          = {10.1137/100791063},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamco/ChungH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/HaberCH12,
  author       = {Eldad Haber and
                  Matthias Chung and
                  Felix Herrmann},
  title        = {An Effective Method for Parameter Estimation with {PDE} Constraints
                  with Multiple Right-Hand Sides},
  journal      = {{SIAM} J. Optim.},
  volume       = {22},
  number       = {3},
  pages        = {739--757},
  year         = {2012},
  url          = {https://doi.org/10.1137/11081126X},
  doi          = {10.1137/11081126X},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamjo/HaberCH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/ChungCO11,
  author       = {Julianne Chung and
                  Matthias Chung and
                  Dianne P. O'Leary},
  title        = {Designing Optimal Spectral Filters for Inverse Problems},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {33},
  number       = {6},
  pages        = {3132--3152},
  year         = {2011},
  url          = {https://doi.org/10.1137/100812938},
  doi          = {10.1137/100812938},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamsc/ChungCO11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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