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BibTeX records: Matthias Chung
@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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