Cui, Tiangang; Detommaso, Gianluca; Scheichl, Robert Multilevel dimension-independent likelihood-informed MCMC for large-scale inverse problems. (English) Zbl 07805844 Inverse Probl. 40, No. 3, Article ID 035005, 32 p. (2024). MSC: 65C05 62F15 60J05 PDFBibTeX XMLCite \textit{T. Cui} et al., Inverse Probl. 40, No. 3, Article ID 035005, 32 p. (2024; Zbl 07805844) Full Text: DOI arXiv OA License
Wu, Zhizhang; Zhang, Cheng; Zhang, Zhiwen Reduced-order model-based variational inference with normalizing flows for Bayesian elliptic inverse problems. (English) Zbl 07797178 J. Comput. Appl. Math. 441, Article ID 115659, 17 p. (2024). MSC: 35R30 35J25 35R60 62F15 68T07 78M34 PDFBibTeX XMLCite \textit{Z. Wu} et al., J. Comput. Appl. Math. 441, Article ID 115659, 17 p. (2024; Zbl 07797178) Full Text: DOI
Rahnsch, Beatrix; Taghizadeh, Leila Network-based uncertainty quantification for mathematical models in epidemiology. (English) Zbl 07790098 J. Theor. Biol. 577, Article ID 111671, 12 p. (2024). MSC: 92D30 62P10 62J07 PDFBibTeX XMLCite \textit{B. Rahnsch} and \textit{L. Taghizadeh}, J. Theor. Biol. 577, Article ID 111671, 12 p. (2024; Zbl 07790098) Full Text: DOI
Schorlepp, Timo; Tong, Shanyin; Grafke, Tobias; Stadler, Georg Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems. (English) Zbl 1523.62038 Stat. Comput. 33, No. 6, Paper No. 137, 29 p. (2023). MSC: 62-08 60F10 PDFBibTeX XMLCite \textit{T. Schorlepp} et al., Stat. Comput. 33, No. 6, Paper No. 137, 29 p. (2023; Zbl 1523.62038) Full Text: DOI arXiv OA License
Carey, Michelle; Genest, Christian; Ramsay, James O. Sparse estimation within Pearson’s system, with an application to financial market risk. (English. French summary) Zbl 07759557 Can. J. Stat. 51, No. 3, 800-823 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Carey} et al., Can. J. Stat. 51, No. 3, 800--823 (2023; Zbl 07759557) Full Text: DOI OA License
Wu, Shihao; Li, Zhe; Zhu, Xuening A distributed community detection algorithm for large scale networks under stochastic block models. (English) Zbl 07737934 Comput. Stat. Data Anal. 187, Article ID 107794, 19 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{S. Wu} et al., Comput. Stat. Data Anal. 187, Article ID 107794, 19 p. (2023; Zbl 07737934) Full Text: DOI arXiv
Tjøstheim, Dag; Jullum, Martin; Løland, Anders Some recent trends in embeddings of time series and dynamic networks. (English) Zbl 07731500 J. Time Ser. Anal. 44, No. 5-6, 686-709 (2023). MSC: 62H25 PDFBibTeX XMLCite \textit{D. Tjøstheim} et al., J. Time Ser. Anal. 44, No. 5--6, 686--709 (2023; Zbl 07731500) Full Text: DOI arXiv
Aktaş, Fatih S.; Pinar, Mustafa Ç. PCA sparsified. (English) Zbl 07731067 SIAM J. Optim. 33, No. 3, 2089-2117 (2023). MSC: 62H25 65K05 90C22 PDFBibTeX XMLCite \textit{F. S. Aktaş} and \textit{M. Ç. Pinar}, SIAM J. Optim. 33, No. 3, 2089--2117 (2023; Zbl 07731067) Full Text: DOI
Wu, Sidi; Beaulac, Cédric; Cao, Jiguo Neural networks for scalar input and functional output. (English) Zbl 1517.62049 Stat. Comput. 33, No. 5, Paper No. 118, 20 p. (2023). MSC: 62-08 62G08 62R10 62H25 68T07 PDFBibTeX XMLCite \textit{S. Wu} et al., Stat. Comput. 33, No. 5, Paper No. 118, 20 p. (2023; Zbl 1517.62049) Full Text: DOI arXiv
Forembski, Andrew; Nikolopoulos, Lampros A. A. MP-CITDSE: a set of ab-initio programs for the simulation of hydrogenic and helium-like atom-laser interactions. (English) Zbl 07723491 Comput. Phys. Commun. 291, Article ID 108820, 21 p. (2023). MSC: 81V45 78A60 81V10 46F05 35P10 62H20 70H05 41A58 PDFBibTeX XMLCite \textit{A. Forembski} and \textit{L. A. A. Nikolopoulos}, Comput. Phys. Commun. 291, Article ID 108820, 21 p. (2023; Zbl 07723491) Full Text: DOI
Zhou, Siyun; Liu, Xin; Xu, Liwei Stochastic Gauss-Newton algorithms for online PCA. (English) Zbl 1520.65021 J. Sci. Comput. 96, No. 3, Paper No. 72, 34 p. (2023). MSC: 65F15 15A18 62H25 65C20 PDFBibTeX XMLCite \textit{S. Zhou} et al., J. Sci. Comput. 96, No. 3, Paper No. 72, 34 p. (2023; Zbl 1520.65021) Full Text: DOI arXiv
Sitenko, Dmitrij; Boll, Bastian; Schnörr, Christoph A nonlocal graph-PDE and higher-order geometric integration for image labeling. (English) Zbl 1521.39019 SIAM J. Imaging Sci. 16, No. 1, 501-567 (2023). MSC: 39A60 39A14 68U10 94A08 62H35 53B12 PDFBibTeX XMLCite \textit{D. Sitenko} et al., SIAM J. Imaging Sci. 16, No. 1, 501--567 (2023; Zbl 1521.39019) Full Text: DOI arXiv
Arcagni, Alberto; Candila, Vincenzo; Grassi, Rosanna A new model for predicting the winner in tennis based on the eigenvector centrality. (English) Zbl 07712044 Ann. Oper. Res. 325, No. 1, 615-632 (2023). MSC: 62Pxx 91Axx 62Fxx PDFBibTeX XMLCite \textit{A. Arcagni} et al., Ann. Oper. Res. 325, No. 1, 615--632 (2023; Zbl 07712044) Full Text: DOI
Uy, Wayne Isaac Tan; Wang, Yuepeng; Wen, Yuxiao; Peherstorfer, Benjamin Active operator inference for learning low-dimensional dynamical-system models from noisy data. (English) Zbl 1515.93043 SIAM J. Sci. Comput. 45, No. 4, A1462-A1490 (2023). MSC: 93B30 60B20 62J05 65K10 68T05 PDFBibTeX XMLCite \textit{W. I. T. Uy} et al., SIAM J. Sci. Comput. 45, No. 4, A1462--A1490 (2023; Zbl 1515.93043) Full Text: DOI arXiv
Chen, Jie; Stein, Michael L. Linear-cost covariance functions for Gaussian random fields. (English) Zbl 1514.62290 J. Am. Stat. Assoc. 118, No. 541, 147-164 (2023). MSC: 62P12 60G15 62M30 86A32 PDFBibTeX XMLCite \textit{J. Chen} and \textit{M. L. Stein}, J. Am. Stat. Assoc. 118, No. 541, 147--164 (2023; Zbl 1514.62290) Full Text: DOI arXiv
Smetana, Kathrin; Taddei, Tommaso Localized model reduction for nonlinear elliptic partial differential equations: localized training, partition of unity, and adaptive enrichment. (English) Zbl 1517.65117 SIAM J. Sci. Comput. 45, No. 3, A1300-A1331 (2023). MSC: 65N30 65K10 41A45 35J15 35J60 35N30 62D05 PDFBibTeX XMLCite \textit{K. Smetana} and \textit{T. Taddei}, SIAM J. Sci. Comput. 45, No. 3, A1300--A1331 (2023; Zbl 1517.65117) Full Text: DOI arXiv
Arcucci, Rossella; Xiao, Dunhui; Fang, Fangxin; Navon, Ionel Michael; Wu, Pin; Pain, Christopher C.; Guo, Yi-Ke A reduced order with data assimilation model: theory and practice. (English) Zbl 1521.76314 Comput. Fluids 257, Article ID 105862, 12 p. (2023). MSC: 76M10 65M60 62R07 76F50 PDFBibTeX XMLCite \textit{R. Arcucci} et al., Comput. Fluids 257, Article ID 105862, 12 p. (2023; Zbl 1521.76314) Full Text: DOI
Ahfock, Daniel; Astle, William J.; Richardson, Sylvia On randomized sketching algorithms and the Tracy-Widom law. (English) Zbl 1512.62006 Stat. Comput. 33, No. 1, Paper No. 34, 12 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{D. Ahfock} et al., Stat. Comput. 33, No. 1, Paper No. 34, 12 p. (2023; Zbl 1512.62006) Full Text: DOI arXiv
Li, Jie; Wang, Yuepeng; Ren, Zhigang Retrieval of initial condition for Burgers’ equation using reduced-order EnKF via POD-based sparse observations. (English) Zbl 1524.65178 J. Ind. Manag. Optim. 19, No. 6, 4222-4232 (2023). MSC: 65F22 62M20 35Q53 PDFBibTeX XMLCite \textit{J. Li} et al., J. Ind. Manag. Optim. 19, No. 6, 4222--4232 (2023; Zbl 1524.65178) Full Text: DOI
Li, Kun; Huang, Ting-Zhu; Li, Liang; Zhao, Ying; Lanteri, Stéphane A non-intrusive model order reduction approach for parameterized time-domain Maxwell’s equations. (English) Zbl 1498.78046 Discrete Contin. Dyn. Syst., Ser. B 28, No. 1, 449-473 (2023). MSC: 78M34 78M10 65M60 65M99 65F20 78A25 60G15 62F15 35Q60 PDFBibTeX XMLCite \textit{K. Li} et al., Discrete Contin. Dyn. Syst., Ser. B 28, No. 1, 449--473 (2023; Zbl 1498.78046) Full Text: DOI
Wang, Yifei; Chen, Peng; Li, Wuchen Projected Wasserstein gradient descent for high-dimensional Bayesian inference. (English) Zbl 1506.62270 SIAM/ASA J. Uncertain. Quantif. 10, 1513-1532 (2022). MSC: 62F15 PDFBibTeX XMLCite \textit{Y. Wang} et al., SIAM/ASA J. Uncertain. Quantif. 10, 1513--1532 (2022; Zbl 1506.62270) Full Text: DOI arXiv
Zhang, Hai; Guo, Xiao; Chang, Xiangyu Randomized spectral clustering in large-scale stochastic block models. (English) Zbl 07633217 J. Comput. Graph. Stat. 31, No. 3, 887-906 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Zhang} et al., J. Comput. Graph. Stat. 31, No. 3, 887--906 (2022; Zbl 07633217) Full Text: DOI arXiv
Blozis, Shelley A. A latent variable mixed-effects location scale model with an application to daily diary data. (English) Zbl 1499.62428 Psychometrika 87, No. 4, 1548-1570 (2022). MSC: 62P15 PDFBibTeX XMLCite \textit{S. A. Blozis}, Psychometrika 87, No. 4, 1548--1570 (2022; Zbl 1499.62428) Full Text: DOI
Chen, Zhixian; Ma, Tengfei; Jin, Zhihua; Song, Yangqiu; Wang, Yang BiGCN: a bi-directional low-pass filtering graph neural network. (English) Zbl 07615036 Anal. Appl., Singap. 20, No. 6, 1193-1214 (2022). MSC: 68T07 05C62 62D10 PDFBibTeX XMLCite \textit{Z. Chen} et al., Anal. Appl., Singap. 20, No. 6, 1193--1214 (2022; Zbl 07615036) Full Text: DOI arXiv
Gazagnadou, Nidham; Ibrahim, Mark; Gower, Robert M. RidgeSketch: a fast sketching based solver for large scale ridge regression. (English) Zbl 1508.62001 SIAM J. Matrix Anal. Appl. 43, No. 3, 1440-1468 (2022). MSC: 62-04 62J07 65K10 65Y20 90C06 90C90 PDFBibTeX XMLCite \textit{N. Gazagnadou} et al., SIAM J. Matrix Anal. Appl. 43, No. 3, 1440--1468 (2022; Zbl 1508.62001) Full Text: DOI arXiv
Otto, Samuel E.; Rowley, Clarence W. Inadequacy of linear methods for minimal sensor placement and feature selection in nonlinear systems: a new approach using secants. (English) Zbl 07570751 J. Nonlinear Sci. 32, No. 5, Paper No. 69, 51 p. (2022). MSC: 62-XX 49-XX 90-XX PDFBibTeX XMLCite \textit{S. E. Otto} and \textit{C. W. Rowley}, J. Nonlinear Sci. 32, No. 5, Paper No. 69, 51 p. (2022; Zbl 07570751) Full Text: DOI arXiv
Qian, Elizabeth; Farcaş, Ionuţ-Gabriel; Willcox, Karen Reduced operator inference for nonlinear partial differential equations. (English) Zbl 1509.65101 SIAM J. Sci. Comput. 44, No. 4, A1934-A1959 (2022). Reviewer: Hussein Fakih (Nabatieh) MSC: 65M60 68T05 65Z05 62J15 62J05 62J07 35Q30 PDFBibTeX XMLCite \textit{E. Qian} et al., SIAM J. Sci. Comput. 44, No. 4, A1934--A1959 (2022; Zbl 1509.65101) Full Text: DOI arXiv
Zhang, Ruda; Mak, Simon; Dunson, David Gaussian process subspace prediction for model reduction. (English) Zbl 1492.60090 SIAM J. Sci. Comput. 44, No. 3, A1428-A1449 (2022). MSC: 60G15 62H30 62G08 PDFBibTeX XMLCite \textit{R. Zhang} et al., SIAM J. Sci. Comput. 44, No. 3, A1428--A1449 (2022; Zbl 1492.60090) Full Text: DOI arXiv
Ghattas, Omar; Willcox, Karen Learning physics-based models from data: perspectives from inverse problems and model reduction. (English) Zbl 1520.65043 Acta Numerica 30, 445-554 (2021). MSC: 65K10 65L09 65M32 62F15 86A04 PDFBibTeX XMLCite \textit{O. Ghattas} and \textit{K. Willcox}, Acta Numerica 30, 445--554 (2021; Zbl 1520.65043) Full Text: DOI
Ba, Yuming; Jiang, Lijian A two-stage variable-separation Kalman filter for data assimilation. (English) Zbl 07508537 J. Comput. Phys. 434, Article ID 110244, 24 p. (2021). MSC: 65Cxx 62Fxx 60Hxx PDFBibTeX XMLCite \textit{Y. Ba} and \textit{L. Jiang}, J. Comput. Phys. 434, Article ID 110244, 24 p. (2021; Zbl 07508537) Full Text: DOI
Żogała-Siudem, Barbara; Jaroszewicz, Szymon Fast stepwise regression based on multidimensional indexes. (English) Zbl 1479.62055 Inf. Sci. 549, 288-309 (2021). MSC: 62J05 62H30 PDFBibTeX XMLCite \textit{B. Żogała-Siudem} and \textit{S. Jaroszewicz}, Inf. Sci. 549, 288--309 (2021; Zbl 1479.62055) Full Text: DOI
Uy, Wayne Isaac Tan; Peherstorfer, Benjamin Probabilistic error estimation for non-intrusive reduced models learned from data of systems governed by linear parabolic partial differential equations. (English) Zbl 1480.65269 ESAIM, Math. Model. Numer. Anal. 55, No. 3, 735-761 (2021). Reviewer: Marius Ghergu (Dublin) MSC: 65M60 62G15 65C05 65M15 65K10 PDFBibTeX XMLCite \textit{W. I. T. Uy} and \textit{B. Peherstorfer}, ESAIM, Math. Model. Numer. Anal. 55, No. 3, 735--761 (2021; Zbl 1480.65269) Full Text: DOI arXiv
Kileel, Joe; Moscovich, Amit; Zelesko, Nathan; Singer, Amit Manifold learning with arbitrary norms. (English) Zbl 07395100 J. Fourier Anal. Appl. 27, No. 5, Paper No. 82, 56 p. (2021). MSC: 68T05 53B50 62R30 PDFBibTeX XMLCite \textit{J. Kileel} et al., J. Fourier Anal. Appl. 27, No. 5, Paper No. 82, 56 p. (2021; Zbl 07395100) Full Text: DOI arXiv
Wang, Rui; Xiu, Naihua; Toh, Kim-Chuan Subspace quadratic regularization method for group sparse multinomial logistic regression. (English) Zbl 1472.62122 Comput. Optim. Appl. 79, No. 3, 531-559 (2021). MSC: 62J12 62-08 PDFBibTeX XMLCite \textit{R. Wang} et al., Comput. Optim. Appl. 79, No. 3, 531--559 (2021; Zbl 1472.62122) Full Text: DOI
Cowen, Lenore; Devkota, Kapil; Hu, Xiaozhe; Murphy, James M.; Wu, Kaiyi Diffusion state distances: multitemporal analysis, fast algorithms, and applications to biological networks. (English) Zbl 1470.60231 SIAM J. Math. Data Sci. 3, No. 1, 142-170 (2021). MSC: 60J70 92C42 62H30 62M15 65C20 68T09 PDFBibTeX XMLCite \textit{L. Cowen} et al., SIAM J. Math. Data Sci. 3, No. 1, 142--170 (2021; Zbl 1470.60231) Full Text: DOI arXiv
Chen, Peng; Ghattas, Omar Stein variational reduced basis Bayesian inversion. (English) Zbl 1467.62042 SIAM J. Sci. Comput. 43, No. 2, A1163-A1193 (2021). MSC: 62F15 65M32 65M75 65C20 62-08 PDFBibTeX XMLCite \textit{P. Chen} and \textit{O. Ghattas}, SIAM J. Sci. Comput. 43, No. 2, A1163--A1193 (2021; Zbl 1467.62042) Full Text: DOI arXiv
Nouri, Behzad; Gad, Emad; Nakhla, Michel; Achar, Ram Model order reduction in microelectronics. (English) Zbl 1466.78016 Benner, Peter (ed.) et al., Model order reduction. Volume 3: Applications. Berlin: De Gruyter. 111-143 (2021). MSC: 78A55 62P30 93A15 78M34 37M05 34K20 34H15 94C05 PDFBibTeX XMLCite \textit{B. Nouri} et al., in: Model order reduction. Volume 3: Applications. Berlin: De Gruyter. 111--143 (2021; Zbl 1466.78016) Full Text: DOI
Courrieu, Pierre On the convergence of rank-one multi-target linear regression. (English) Zbl 1468.62315 Statistics 55, No. 1, 68-89 (2021). Reviewer: Wolfgang Näther (Freiberg) MSC: 62J05 62H12 62-08 PDFBibTeX XMLCite \textit{P. Courrieu}, Statistics 55, No. 1, 68--89 (2021; Zbl 1468.62315) Full Text: DOI HAL
Sadeghi, Kayvan; Rinaldo, Alessandro Hierarchical models for independence structures of networks. (English) Zbl 07778437 Stat. Neerl. 74, No. 3, 439-457 (2020). MSC: 05Cxx 62Hxx 62Fxx PDFBibTeX XMLCite \textit{K. Sadeghi} and \textit{A. Rinaldo}, Stat. Neerl. 74, No. 3, 439--457 (2020; Zbl 07778437) Full Text: DOI arXiv
Qian, Elizabeth; Kramer, Boris; Peherstorfer, Benjamin; Willcox, Karen Lift & learn: physics-informed machine learning for large-scale nonlinear dynamical systems. (English) Zbl 1493.62512 Physica D 406, Article ID 132401, 10 p. (2020). MSC: 62M09 35K58 37C15 PDFBibTeX XMLCite \textit{E. Qian} et al., Physica D 406, Article ID 132401, 10 p. (2020; Zbl 1493.62512) Full Text: DOI arXiv
Yang, Qingyuan; Pitman, E. Bruce; Spiller, Elaine; Bursik, Marcus; Bevilacqua, Andrea Novel statistical emulator construction for volcanic ash transport model Ash3d with physically motivated measures. (English) Zbl 1472.86034 Proc. R. Soc. Lond., A, Math. Phys. Eng. Sci. 476, No. 2242, Article ID 20200161, 28 p. (2020). MSC: 86A32 62P12 86A70 86-10 PDFBibTeX XMLCite \textit{Q. Yang} et al., Proc. R. Soc. Lond., A, Math. Phys. Eng. Sci. 476, No. 2242, Article ID 20200161, 28 p. (2020; Zbl 1472.86034) Full Text: DOI
Tliche, Youssef; Taghipour, Atour; Canel-Depitre, Béatrice An improved forecasting approach to reduce inventory levels in decentralized supply chains. (English) Zbl 1487.90048 Eur. J. Oper. Res. 287, No. 2, 511-527 (2020). MSC: 90B05 62P10 PDFBibTeX XMLCite \textit{Y. Tliche} et al., Eur. J. Oper. Res. 287, No. 2, 511--527 (2020; Zbl 1487.90048) Full Text: DOI
Hokanson, Jeffrey M. A data-driven McMillan degree lower bound. (English) Zbl 1456.37098 SIAM J. Sci. Comput. 42, No. 5, A3447-A3461 (2020). MSC: 37M99 15B52 60B20 62B10 93E12 PDFBibTeX XMLCite \textit{J. M. Hokanson}, SIAM J. Sci. Comput. 42, No. 5, A3447--A3461 (2020; Zbl 1456.37098) Full Text: DOI arXiv
Soize, Christian; Ghanem, Roger G.; Desceliers, Christophe Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset. (English) Zbl 1452.62987 Stat. Comput. 30, No. 5, 1433-1457 (2020). MSC: 62R07 62R30 62P10 68T05 PDFBibTeX XMLCite \textit{C. Soize} et al., Stat. Comput. 30, No. 5, 1433--1457 (2020; Zbl 1452.62987) Full Text: DOI arXiv
Peeters, Carel F. W.; van de Wiel, Mark A.; van Wieringen, Wessel N. The spectral condition number plot for regularization parameter evaluation. (English) Zbl 1482.62016 Comput. Stat. 35, No. 2, 629-646 (2020). MSC: 62-08 62A09 PDFBibTeX XMLCite \textit{C. F. W. Peeters} et al., Comput. Stat. 35, No. 2, 629--646 (2020; Zbl 1482.62016) Full Text: DOI arXiv
Ouyang, Guang; Dey, Dipak K.; Zhang, Panpan Clique-based method for social network clustering. (English) Zbl 07223599 J. Classif. 37, No. 1, 254-274 (2020). MSC: 62H30 PDFBibTeX XMLCite \textit{G. Ouyang} et al., J. Classif. 37, No. 1, 254--274 (2020; Zbl 07223599) Full Text: DOI arXiv
Tremblay, Nicolas; Loukas, Andreas Approximating spectral clustering via sampling: a review. (English) Zbl 1436.62446 Ros, Frédéric (ed.) et al., Sampling Techniques for supervised or unsupervised tasks. Cham: Springer. Unsuperv. Semi-Superv. Learn., 129-183 (2020). MSC: 62M15 62H30 62-02 PDFBibTeX XMLCite \textit{N. Tremblay} and \textit{A. Loukas}, in: Sampling Techniques for supervised or unsupervised tasks. Cham: Springer. 129--183 (2020; Zbl 1436.62446) Full Text: DOI arXiv
Pivovarov, Dmytro; Willner, Kai; Steinmann, Paul; Brumme, Stephan; Müller, Michael; Srisupattarawanit, Tarin; Ostermeyer, Georg-Peter; Henning, Carla; Ricken, Tim; Kastian, Steffen; Reese, Stefanie; Moser, Dieter; Grasedyck, Lars; Biehler, Jonas; Pfaller, Martin; Wall, Wolfgang; Kohlsche, Thomas; von Estorff, Otto; Gruhlke, Robert; Eigel, Martin; Ehre, Max; Papaioannou, Iason; Straub, Daniel; Leyendecker, Sigrid Challenges of order reduction techniques for problems involving polymorphic uncertainty. (English) Zbl 07777958 GAMM-Mitt. 42, No. 2, Article ID e201900011, 24 p. (2019). MSC: 62Kxx 62-XX 62Jxx PDFBibTeX XMLCite \textit{D. Pivovarov} et al., GAMM-Mitt. 42, No. 2, Article ID e201900011, 24 p. (2019; Zbl 07777958) Full Text: DOI
Xiao, D. Error estimation of the parametric non-intrusive reduced order model using machine learning. (English) Zbl 1441.62081 Comput. Methods Appl. Mech. Eng. 355, 513-534 (2019). MSC: 62F15 62G05 62-08 PDFBibTeX XMLCite \textit{D. Xiao}, Comput. Methods Appl. Mech. Eng. 355, 513--534 (2019; Zbl 1441.62081) Full Text: DOI Link
Latz, Jonas; Eisenberger, Marvin; Ullmann, Elisabeth Fast sampling of parameterised Gaussian random fields. (English) Zbl 1441.65001 Comput. Methods Appl. Mech. Eng. 348, 978-1012 (2019). MSC: 65C05 60G60 62F15 62M40 65N21 65N25 PDFBibTeX XMLCite \textit{J. Latz} et al., Comput. Methods Appl. Mech. Eng. 348, 978--1012 (2019; Zbl 1441.65001) Full Text: DOI arXiv
Guo, Mengwu; Hesthaven, Jan S. Data-driven reduced order modeling for time-dependent problems. (English) Zbl 1440.62346 Comput. Methods Appl. Mech. Eng. 345, 75-99 (2019). MSC: 62M99 62F15 65M60 PDFBibTeX XMLCite \textit{M. Guo} and \textit{J. S. Hesthaven}, Comput. Methods Appl. Mech. Eng. 345, 75--99 (2019; Zbl 1440.62346) Full Text: DOI Link
Cao, Jian; Genton, Marc G.; Keyes, David E.; Turkiyyah, George M. Hierarchical-block conditioning approximations for high-dimensional multivariate normal probabilities. (English) Zbl 1430.62094 Stat. Comput. 29, No. 3, 585-598 (2019). MSC: 62G30 62H12 65C05 PDFBibTeX XMLCite \textit{J. Cao} et al., Stat. Comput. 29, No. 3, 585--598 (2019; Zbl 1430.62094) Full Text: DOI Link
Giordano, Matteo Localisation in 2+1 dimensional SU(3) pure gauge theory at finite temperature. (English) Zbl 1416.81119 J. High Energy Phys. 2019, No. 5, Paper No. 204, 34 p. (2019). MSC: 81T25 62P35 80A10 81R40 83C60 PDFBibTeX XMLCite \textit{M. Giordano}, J. High Energy Phys. 2019, No. 5, Paper No. 204, 34 p. (2019; Zbl 1416.81119) Full Text: DOI arXiv
Choi, Young-Geun; Lim, Johan; Roy, Anindya; Park, Junyong Fixed support positive-definite modification of covariance matrix estimators via linear shrinkage. (English) Zbl 1417.62141 J. Multivariate Anal. 171, 234-249 (2019). MSC: 62H12 62F12 62H30 62P20 PDFBibTeX XMLCite \textit{Y.-G. Choi} et al., J. Multivariate Anal. 171, 234--249 (2019; Zbl 1417.62141) Full Text: DOI arXiv
Manohar, Krithika; Kaiser, Eurika; Brunton, Steven L.; Kutz, J. Nathan Optimized sampling for multiscale dynamics. (English) Zbl 07033871 Multiscale Model. Simul. 17, No. 1, 117-136 (2019). MSC: 65T99 37M10 37N10 62K99 PDFBibTeX XMLCite \textit{K. Manohar} et al., Multiscale Model. Simul. 17, No. 1, 117--136 (2019; Zbl 07033871) Full Text: DOI arXiv
Cevallos-Valdiviezo, Holger; Van Aelst, Stefan Fast computation of robust subspace estimators. (English) Zbl 1507.62023 Comput. Stat. Data Anal. 134, 171-185 (2019). MSC: 62-08 62H25 62F35 PDFBibTeX XMLCite \textit{H. Cevallos-Valdiviezo} and \textit{S. Van Aelst}, Comput. Stat. Data Anal. 134, 171--185 (2019; Zbl 1507.62023) Full Text: DOI arXiv Link
Cardot, Hervé; Degras, David Online principal component analysis in high dimension: which algorithm to choose? (English) Zbl 07763574 Int. Stat. Rev. 86, No. 1, 29-50 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Cardot} and \textit{D. Degras}, Int. Stat. Rev. 86, No. 1, 29--50 (2018; Zbl 07763574) Full Text: DOI arXiv
Eddelbuettel, Dirk; Balamuta, James Joseph Extending \(R\) with C++: a brief introduction to Rcpp. (English) Zbl 07663915 Am. Stat. 72, No. 1, 28-36 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Eddelbuettel} and \textit{J. J. Balamuta}, Am. Stat. 72, No. 1, 28--36 (2018; Zbl 07663915) Full Text: DOI
Liu, Furui; Chan, Laiwan Confounder detection in high-dimensional linear models using first moments of spectral measures. (English) Zbl 1475.62242 Neural Comput. 30, No. 8, 2284-2318 (2018). MSC: 62M15 62J05 PDFBibTeX XMLCite \textit{F. Liu} and \textit{L. Chan}, Neural Comput. 30, No. 8, 2284--2318 (2018; Zbl 1475.62242) Full Text: DOI arXiv
Abraham, Simon; Tsirikoglou, Panagiotis; Miranda, João; Lacor, Chris; Contino, Francesco; Ghorbaniasl, Ghader Spectral representation of stochastic field data using sparse polynomial chaos expansions. (English) Zbl 1415.65025 J. Comput. Phys. 367, 109-120 (2018). MSC: 65C60 62M10 PDFBibTeX XMLCite \textit{S. Abraham} et al., J. Comput. Phys. 367, 109--120 (2018; Zbl 1415.65025) Full Text: DOI
Rossell, David; Rubio, Francisco J. Tractable Bayesian variable selection: beyond normality. (English) Zbl 1409.62136 J. Am. Stat. Assoc. 113, No. 524, 1742-1758 (2018). MSC: 62J05 62C10 62F12 62F35 PDFBibTeX XMLCite \textit{D. Rossell} and \textit{F. J. Rubio}, J. Am. Stat. Assoc. 113, No. 524, 1742--1758 (2018; Zbl 1409.62136) Full Text: DOI arXiv Link
Mak, Simon; Sung, Chih-Li; Wang, Xingjian; Yeh, Shiang-Ting; Chang, Yu-Hung; Joseph, V. Roshan; Yang, Vigor; Wu, C. F. Jeff An efficient surrogate model for emulation and physics extraction of large eddy simulations. (English) Zbl 1409.62258 J. Am. Stat. Assoc. 113, No. 524, 1443-1456 (2018). MSC: 62P30 62K99 76F55 76F65 PDFBibTeX XMLCite \textit{S. Mak} et al., J. Am. Stat. Assoc. 113, No. 524, 1443--1456 (2018; Zbl 1409.62258) Full Text: DOI arXiv
Heinkenschloss, Matthias; Kramer, Boris; Takhtaganov, Timur; Willcox, Karen Conditional-value-at-risk estimation via reduced-order models. (English) Zbl 1405.35263 SIAM/ASA J. Uncertain. Quantif. 6, 1395-1423 (2018). MSC: 35R60 62H12 91G60 91G80 65Y20 91B30 PDFBibTeX XMLCite \textit{M. Heinkenschloss} et al., SIAM/ASA J. Uncertain. Quantif. 6, 1395--1423 (2018; Zbl 1405.35263) Full Text: DOI
Janon, Alexandre; Nodet, Maëlle; Prieur, Christophe; Prieur, Clémentine Goal-oriented error estimation for parameter-dependent nonlinear problems. (English) Zbl 1401.49040 ESAIM, Math. Model. Numer. Anal. 52, No. 2, 705-728 (2018). MSC: 49M30 49M25 62F12 65C20 82C80 35Q53 90C15 PDFBibTeX XMLCite \textit{A. Janon} et al., ESAIM, Math. Model. Numer. Anal. 52, No. 2, 705--728 (2018; Zbl 1401.49040) Full Text: DOI
Peherstorfer, Benjamin; Willcox, Karen; Gunzburger, Max Survey of multifidelity methods in uncertainty propagation, inference, and optimization. (English) Zbl 1458.65003 SIAM Rev. 60, No. 3, 550-591 (2018). MSC: 65-02 62-02 49-02 PDFBibTeX XMLCite \textit{B. Peherstorfer} et al., SIAM Rev. 60, No. 3, 550--591 (2018; Zbl 1458.65003) Full Text: DOI arXiv
Salhov, Moshe; Bermanis, Amit; Wolf, Guy; Averbuch, Amir Diffusion representations. (English) Zbl 1391.68096 Appl. Comput. Harmon. Anal. 45, No. 2, 324-340 (2018). MSC: 68T05 62H25 PDFBibTeX XMLCite \textit{M. Salhov} et al., Appl. Comput. Harmon. Anal. 45, No. 2, 324--340 (2018; Zbl 1391.68096) Full Text: DOI arXiv
Harlim, John; Yang, Haizhao Diffusion forecasting model with basis functions from QR-decomposition. (English) Zbl 1490.62290 J. Nonlinear Sci. 28, No. 3, 847-872 (2018). MSC: 62M20 35Q84 62G07 PDFBibTeX XMLCite \textit{J. Harlim} and \textit{H. Yang}, J. Nonlinear Sci. 28, No. 3, 847--872 (2018; Zbl 1490.62290) Full Text: DOI arXiv
Shulkind, Gal; Horesh, Lior; Avron, Haim Experimental design for nonparametric correction of misspecified dynamical models. (English) Zbl 1403.62140 SIAM/ASA J. Uncertain. Quantif. 6, 880-906 (2018). MSC: 62K05 37M05 62G08 68T05 60G15 PDFBibTeX XMLCite \textit{G. Shulkind} et al., SIAM/ASA J. Uncertain. Quantif. 6, 880--906 (2018; Zbl 1403.62140) Full Text: DOI arXiv
Qian, Elizabeth; Peherstorfer, Benjamin; O’Malley, Daniel; Vesselinov, Velimir V.; Willcox, Karen Multifidelity Monte Carlo estimation of variance and sensitivity indices. (English) Zbl 1394.62175 SIAM/ASA J. Uncertain. Quantif. 6, 683-706 (2018). MSC: 62P30 65C05 PDFBibTeX XMLCite \textit{E. Qian} et al., SIAM/ASA J. Uncertain. Quantif. 6, 683--706 (2018; Zbl 1394.62175) Full Text: DOI
Neggers, Jan; Allix, Olivier; Hild, François; Roux, Stéphane Big data in experimental mechanics and model order reduction: today’s challenges and tomorrow’s opportunities. (English) Zbl 1390.74197 Arch. Comput. Methods Eng. 25, No. 1, 143-164 (2018). MSC: 74S60 62H12 62H35 74-05 62P35 PDFBibTeX XMLCite \textit{J. Neggers} et al., Arch. Comput. Methods Eng. 25, No. 1, 143--164 (2018; Zbl 1390.74197) Full Text: DOI HAL
Héas, Patrick; Herzet, Cédric Reduced modeling of unknown trajectories. (English) Zbl 1390.37131 Arch. Comput. Methods Eng. 25, No. 1, 87-101 (2018). MSC: 37M05 62H15 62H12 65C05 PDFBibTeX XMLCite \textit{P. Héas} and \textit{C. Herzet}, Arch. Comput. Methods Eng. 25, No. 1, 87--101 (2018; Zbl 1390.37131) Full Text: DOI arXiv
González, D.; Aguado, Jose V.; Cueto, E.; Abisset-Chavanne, Emmanuelle; Chinesta, Francisco kPCA-based parametric solutions within the PGD framework. (English) Zbl 06887320 Arch. Comput. Methods Eng. 25, No. 1, 69-86 (2018). MSC: 62H25 62G05 PDFBibTeX XMLCite \textit{D. González} et al., Arch. Comput. Methods Eng. 25, No. 1, 69--86 (2018; Zbl 06887320) Full Text: DOI HAL
Bruins, Marianne; Duffy, James A.; Keane, Michael P.; Smith, Anthony A. jun. Generalized indirect inference for discrete choice models. (English) Zbl 1452.62247 J. Econom. 205, No. 1, 177-203 (2018). MSC: 62G05 62G32 62G20 62P20 PDFBibTeX XMLCite \textit{M. Bruins} et al., J. Econom. 205, No. 1, 177--203 (2018; Zbl 1452.62247) Full Text: DOI arXiv
Kimura, Keiji; Waki, Hayato Minimization of Akaike’s information criterion in linear regression analysis via mixed integer nonlinear program. (English) Zbl 1398.90111 Optim. Methods Softw. 33, No. 3, 633-649 (2018). MSC: 90C11 90C57 62J05 PDFBibTeX XMLCite \textit{K. Kimura} and \textit{H. Waki}, Optim. Methods Softw. 33, No. 3, 633--649 (2018; Zbl 1398.90111) Full Text: DOI arXiv
Chen, Peng; Villa, Umberto; Ghattas, Omar Hessian-based adaptive sparse quadrature for infinite-dimensional Bayesian inverse problems. (English) Zbl 1439.65071 Comput. Methods Appl. Mech. Eng. 327, 147-172 (2017). MSC: 65J22 62F15 65D30 PDFBibTeX XMLCite \textit{P. Chen} et al., Comput. Methods Appl. Mech. Eng. 327, 147--172 (2017; Zbl 1439.65071) Full Text: DOI arXiv
Darnell, Gregory; Georgiev, Stoyan; Mukherjee, Sayan; Engelhardt, Barbara E. Adaptive randomized dimension reduction on massive data. (English) Zbl 1442.62153 J. Mach. Learn. Res. 18(2017-2018), Paper No. 140, 30 p. (2017). MSC: 62J05 62H12 62R07 62P10 92D10 PDFBibTeX XMLCite \textit{G. Darnell} et al., J. Mach. Learn. Res. 18, Paper No. 140, 30 p. (2017; Zbl 1442.62153) Full Text: arXiv Link
Schiratti, Jean-Baptiste; Allassonnière, Stéphanie; Colliot, Olivier; Durrleman, Stanley A Bayesian mixed-effects model to learn trajectories of changes from repeated manifold-valued observations. (English) Zbl 1442.62116 J. Mach. Learn. Res. 18(2017-2018), Paper No. 133, 33 p. (2017). MSC: 62H11 62R30 62P10 PDFBibTeX XMLCite \textit{J.-B. Schiratti} et al., J. Mach. Learn. Res. 18, Paper No. 133, 33 p. (2017; Zbl 1442.62116) Full Text: Link
Chen, Jie; Avron, Haim; Sindhwani, Vikas Hierarchically compositional kernels for scalable nonparametric learning. (English) Zbl 1434.68401 J. Mach. Learn. Res. 18(2017-2018), Paper No. 66, 42 p. (2017). MSC: 68T05 62G08 62H30 PDFBibTeX XMLCite \textit{J. Chen} et al., J. Mach. Learn. Res. 18, Paper No. 66, 42 p. (2017; Zbl 1434.68401) Full Text: arXiv Link
Cui, Yiran; del Baño Rollin, Sebastian; Germano, Guido Full and fast calibration of the Heston stochastic volatility model. (English) Zbl 1380.91106 Eur. J. Oper. Res. 263, No. 2, 625-638 (2017). MSC: 91B70 60K30 62P05 90C15 PDFBibTeX XMLCite \textit{Y. Cui} et al., Eur. J. Oper. Res. 263, No. 2, 625--638 (2017; Zbl 1380.91106) Full Text: DOI arXiv Link
Saibaba, Arvind K.; Alexanderian, Alen; Ipsen, Ilse C. F. Randomized matrix-free trace and log-determinant estimators. (English) Zbl 1378.65094 Numer. Math. 137, No. 2, 353-395 (2017). Reviewer: Constantin Popa (Constanţa) MSC: 65F40 68W20 65F15 65F25 65F35 15B52 62F15 PDFBibTeX XMLCite \textit{A. K. Saibaba} et al., Numer. Math. 137, No. 2, 353--395 (2017; Zbl 1378.65094) Full Text: DOI arXiv
Shang, Jun; Chen, Maoyin; Ji, Hongquan; Zhou, Donghua Recursive transformed component statistical analysis for incipient fault detection. (English) Zbl 1370.93246 Automatica 80, 313-327 (2017). MSC: 93E03 93B60 62P99 93B07 PDFBibTeX XMLCite \textit{J. Shang} et al., Automatica 80, 313--327 (2017; Zbl 1370.93246) Full Text: DOI
Hadjiantoni, Stella; Kontoghiorghes, Erricos John Estimating large-scale general linear and seemingly unrelated regressions models after deleting observations. (English) Zbl 1505.62174 Stat. Comput. 27, No. 2, 349-361 (2017). MSC: 62-08 62J05 62J20 62P20 PDFBibTeX XMLCite \textit{S. Hadjiantoni} and \textit{E. J. Kontoghiorghes}, Stat. Comput. 27, No. 2, 349--361 (2017; Zbl 1505.62174) Full Text: DOI Link
Dimitriu, Gabriel; Ştefănescu, Răzvan; Navon, Ionel M. Comparative numerical analysis using reduced-order modeling strategies for nonlinear large-scale systems. (English) Zbl 1348.92122 J. Comput. Appl. Math. 310, 32-43 (2017). MSC: 92D25 92B15 62P10 PDFBibTeX XMLCite \textit{G. Dimitriu} et al., J. Comput. Appl. Math. 310, 32--43 (2017; Zbl 1348.92122) Full Text: DOI
Peherstorfer, Benjamin; Cui, Tiangang; Marzouk, Youssef; Willcox, Karen Multifidelity importance sampling. (English) Zbl 1426.62087 Comput. Methods Appl. Mech. Eng. 300, 490-509 (2016). MSC: 62F10 65C05 PDFBibTeX XMLCite \textit{B. Peherstorfer} et al., Comput. Methods Appl. Mech. Eng. 300, 490--509 (2016; Zbl 1426.62087) Full Text: DOI
Filip, Silviu-Ioan A robust and scalable implementation of the Parks-McClellan algorithm for designing FIR filters. (English) Zbl 1371.65013 ACM Trans. Math. Softw. 43, No. 1, Article No. 7, 24 p. (2016). MSC: 65C60 65D05 41A10 41A50 94A12 62M20 PDFBibTeX XMLCite \textit{S.-I. Filip}, ACM Trans. Math. Softw. 43, No. 1, Article No. 7, 24 p. (2016; Zbl 1371.65013) Full Text: DOI Link
Liao, Qifeng; Lin, Guang Reduced basis ANOVA methods for partial differential equations with high-dimensional random inputs. (English) Zbl 1349.65684 J. Comput. Phys. 317, 148-164 (2016). MSC: 65N75 62J10 65C50 PDFBibTeX XMLCite \textit{Q. Liao} and \textit{G. Lin}, J. Comput. Phys. 317, 148--164 (2016; Zbl 1349.65684) Full Text: DOI
Chen, Peng; Schwab, Christoph Sparse-grid, reduced-basis Bayesian inversion: nonaffine-parametric nonlinear equations. (English) Zbl 1349.62076 J. Comput. Phys. 316, 470-503 (2016). MSC: 62F15 65C60 65J22 PDFBibTeX XMLCite \textit{P. Chen} and \textit{C. Schwab}, J. Comput. Phys. 316, 470--503 (2016; Zbl 1349.62076) Full Text: DOI
Cui, Tiangang; Marzouk, Youssef; Willcox, Karen Scalable posterior approximations for large-scale Bayesian inverse problems via likelihood-informed parameter and state reduction. (English) Zbl 1349.65189 J. Comput. Phys. 315, 363-387 (2016). MSC: 65J22 65C05 62F15 PDFBibTeX XMLCite \textit{T. Cui} et al., J. Comput. Phys. 315, 363--387 (2016; Zbl 1349.65189) Full Text: DOI arXiv
Chen, Yuxin; Keyes, David; Law, Kody J. H.; Ltaief, Hatem Accelerated dimension-independent adaptive metropolis. (English) Zbl 1352.65029 SIAM J. Sci. Comput. 38, No. 5, S539-S565 (2016). MSC: 65C60 62F15 65C05 65C40 60J22 65Y20 65Y05 PDFBibTeX XMLCite \textit{Y. Chen} et al., SIAM J. Sci. Comput. 38, No. 5, S539--S565 (2016; Zbl 1352.65029) Full Text: DOI arXiv
Peherstorfer, Benjamin; Willcox, Karen; Gunzburger, Max Optimal model management for multifidelity Monte Carlo estimation. (English) Zbl 1351.65009 SIAM J. Sci. Comput. 38, No. 5, A3163-A3194 (2016). MSC: 65C60 65C05 62F10 90B50 62P20 PDFBibTeX XMLCite \textit{B. Peherstorfer} et al., SIAM J. Sci. Comput. 38, No. 5, A3163--A3194 (2016; Zbl 1351.65009) Full Text: DOI
Zimmermann, R.; Willcox, K. An accelerated greedy missing point estimation procedure. (English) Zbl 1348.65045 SIAM J. Sci. Comput. 38, No. 5, A2827-A2850 (2016). MSC: 65C60 62F10 65H10 65F15 PDFBibTeX XMLCite \textit{R. Zimmermann} and \textit{K. Willcox}, SIAM J. Sci. Comput. 38, No. 5, A2827--A2850 (2016; Zbl 1348.65045) Full Text: DOI
Minoux, Michel; Zorgati, Riadh Convexity of Gaussian chance constraints and of related probability maximization problems. (English) Zbl 1342.65051 Comput. Stat. 31, No. 1, 387-408 (2016). MSC: 62-08 PDFBibTeX XMLCite \textit{M. Minoux} and \textit{R. Zorgati}, Comput. Stat. 31, No. 1, 387--408 (2016; Zbl 1342.65051) Full Text: DOI
Kim, Minyoung Cost-sensitive estimation of ARMA models for financial asset return data. (English) Zbl 1395.91513 Math. Probl. Eng. 2015, Article ID 232184, 8 p. (2015). MSC: 91G70 91B84 62M10 PDFBibTeX XMLCite \textit{M. Kim}, Math. Probl. Eng. 2015, Article ID 232184, 8 p. (2015; Zbl 1395.91513) Full Text: DOI
Kevrekidis, Ioannis G.; Rowley, Clarence W.; Williams, Matthew O. A kernel-based method for data-driven Koopman spectral analysis. (English) Zbl 1366.37144 J. Comput. Dyn. 2, No. 2, 247-265 (2015). MSC: 37M10 65P99 62J02 68T05 PDFBibTeX XMLCite \textit{I. G. Kevrekidis} et al., J. Comput. Dyn. 2, No. 2, 247--265 (2015; Zbl 1366.37144) Full Text: DOI
Bouveyron, C.; Fauvel, M.; Girard, S. Kernel discriminant analysis and clustering with parsimonious Gaussian process models. (English) Zbl 1331.62302 Stat. Comput. 25, No. 6, 1143-1162 (2015). MSC: 62H30 PDFBibTeX XMLCite \textit{C. Bouveyron} et al., Stat. Comput. 25, No. 6, 1143--1162 (2015; Zbl 1331.62302) Full Text: DOI arXiv
Zhai, Zhichun; Wiens, Douglas P. Robust model-based stratification sampling designs. (English. French summary) Zbl 1359.62323 Can. J. Stat. 43, No. 4, 554-577 (2015). MSC: 62K05 62G35 62D05 PDFBibTeX XMLCite \textit{Z. Zhai} and \textit{D. P. Wiens}, Can. J. Stat. 43, No. 4, 554--577 (2015; Zbl 1359.62323) Full Text: DOI
Baboulin, M.; Dongarra, J.; Lacroix, R. Computing least squares condition numbers on hybrid multicore/GPU systems. (English) Zbl 1331.65066 Cojocaru, Monica G. (ed.) et al., Interdisciplinary topics in applied mathematics, modeling and computational science. Selected papers based on the presentations at the 2nd conference, AMMCS 2013, Waterloo, Canada, August 26–30, 2013. Cham: Springer (ISBN 978-3-319-12306-6/hbk; 978-3-319-12307-3/ebook). Springer Proceedings in Mathematics & Statistics 117, 35-41 (2015). MSC: 65F35 65Y15 65C60 62J10 PDFBibTeX XMLCite \textit{M. Baboulin} et al., Springer Proc. Math. Stat. 117, 35--41 (2015; Zbl 1331.65066) Full Text: DOI Link
Spantini, Alessio; Solonen, Antti; Cui, Tiangang; Martin, James; Tenorio, Luis; Marzouk, Youssef Optimal low-rank approximations of Bayesian linear inverse problems. (English) Zbl 1325.62060 SIAM J. Sci. Comput. 37, No. 6, A2451-A2487 (2015). MSC: 62F15 15A29 92C55 68W25 PDFBibTeX XMLCite \textit{A. Spantini} et al., SIAM J. Sci. Comput. 37, No. 6, A2451--A2487 (2015; Zbl 1325.62060) Full Text: DOI arXiv Link
Drohmann, Martin; Carlberg, Kevin The ROMES method for statistical modeling of reduced-order-model error. (English) Zbl 1322.65029 SIAM/ASA J. Uncertain. Quantif. 3, 116-145 (2015). MSC: 65C60 62J10 62J02 PDFBibTeX XMLCite \textit{M. Drohmann} and \textit{K. Carlberg}, SIAM/ASA J. Uncertain. Quantif. 3, 116--145 (2015; Zbl 1322.65029) Full Text: DOI arXiv
Liu, Xin; Wen, Zaiwen; Zhang, Yin An efficient Gauss-Newton algorithm for symmetric low-rank product matrix approximations. (English) Zbl 1321.65060 SIAM J. Optim. 25, No. 3, 1571-1608 (2015). MSC: 65F20 15A83 65F10 62H35 PDFBibTeX XMLCite \textit{X. Liu} et al., SIAM J. Optim. 25, No. 3, 1571--1608 (2015; Zbl 1321.65060) Full Text: DOI