Edit Profile (opens in new tab) Saibaba, Arvind Krishna Co-Author Distance Author ID: saibaba.arvind-krishna Published as: Saibaba, Arvind K.; Saibaba, Arvind Krishna; Saibaba, Arvind more...less Documents Indexed: 47 Publications since 2013, including 15 Additional arXiv Preprints Co-Authors: 58 Co-Authors with 43 Joint Publications 1,093 Co-Co-Authors all top 5 Co-Authors 4 single-authored 7 Kilmer, Misha Elena 6 Alexanderian, Alen 6 Chung, Julianne M. 6 Kitanidis, Peter K. 4 Miller, Eric L. 3 Bakhos, Tania 3 de Sturler, Eric 3 Ipsen, Ilse C. F. 3 Minster, Rachel 2 Antil, Harbir 2 Brown, D. Andrew 2 Hallman, Eric 2 Hart, Joseph L. 2 Lee, Jonghyun 2 Międlar, Agnieszka 2 Miller, Scot M. 2 Pasha, Mirjeta 2 Petroske, Katrina 2 Rao, Vishwas 2 Reese, William 2 Waanders, Bart van Bloemen 1 Aeron, Shuchin 1 Ballard, Grey M. 1 Bardsley, Johnathan M. 1 Cazeaux, Paul 1 Chakrabortty, Aranya 1 Chi, Eric C. 1 Daas, Hussam Al 1 Drmač, Zlatko 1 Dudley, Ethan 1 Español, Malena I. 1 Eswar, Srinivas 1 Fantini, Sergio 1 Farazmand, Mohammad 1 Gazzola, Silvia 1 Guan, Yawen 1 Haider, Mansoor A. 1 Hall-Hooper, Khalil A 1 Herman, Elizabeth 1 Hu, Liuyi 1 Jakeman, John Davis 1 Jiang, Jiahua 1 Kar, Jishnudeep 1 Ladenheim, Scott 1 Majumder, Suman 1 Ozsar, Ege 1 Pearce, Katherine J. 1 Perego, Mauro 1 Prasad, Pranjal 1 Rao, Arvind U. K. 1 Reich, Brian James 1 Reid, Tim W. 1 Smith, Ralph C. 1 Subrahmanya, Amit N 1 Szyld, Daniel B. 1 Vallélian, Sarah 1 Westman, Erik 1 Zhang, Jiani all top 5 Serials 8 SIAM Journal on Scientific Computing 6 SIAM Journal on Matrix Analysis and Applications 4 Numerical Linear Algebra with Applications 3 Inverse Problems 2 Journal of Computational Physics 2 ETNA. Electronic Transactions on Numerical Analysis 2 SIAM/ASA Journal on Uncertainty Quantification 1 Numerische Mathematik 1 Advances in Computational Mathematics 1 Journal of Computational and Graphical Statistics 1 Statistics and Computing 1 SIAM Journal on Mathematics of Data Science all top 5 Fields 34 Numerical analysis (65-XX) 12 Linear and multilinear algebra; matrix theory (15-XX) 8 Statistics (62-XX) 7 Computer science (68-XX) 6 Partial differential equations (35-XX) 2 Probability theory and stochastic processes (60-XX) 2 Geophysics (86-XX) 2 Information and communication theory, circuits (94-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Fluid mechanics (76-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Operations research, mathematical programming (90-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 27 Publications have been cited 245 times in 178 Documents Cited by ▼ Year ▼ Randomized algorithms for generalized Hermitian eigenvalue problems with application to computing Karhunen-Loève expansion. Zbl 1413.65104 Saibaba, Arvind K.; Lee, Jonghyun; Kitanidis, Peter K. 23 2016 Randomized matrix-free trace and log-determinant estimators. Zbl 1378.65094 Saibaba, Arvind K.; Alexanderian, Alen; Ipsen, Ilse C. F. 22 2017 A randomized tensor singular value decomposition based on the t-product. Zbl 1513.65104 Zhang, Jiani; Saibaba, Arvind K.; Kilmer, Misha E.; Aeron, Shuchin 21 2018 A flexible Krylov solver for shifted systems with application to oscillatory hydraulic tomography. Zbl 1288.65041 Saibaba, Arvind K.; Bakhos, Tania; Kitanidis, Peter K. 19 2013 Randomized algorithms for low-rank tensor decompositions in the Tucker format. Zbl 1484.65091 Minster, Rachel; Saibaba, Arvind K.; Kilmer, Misha E. 17 2020 Efficient D-optimal design of experiments for infinite-dimensional Bayesian linear inverse problems. Zbl 1401.62123 Alexanderian, Alen; Saibaba, Arvind K. 16 2018 The discrete empirical interpolation method: canonical structure and formulation in weighted inner product spaces. Zbl 1415.65107 Drmač, Zlatko; Saibaba, Arvind Krishna 15 2018 Goal-oriented optimal design of experiments for large-scale Bayesian linear inverse problems. Zbl 1475.65037 Attia, Ahmed; Alexanderian, Alen; Saibaba, Arvind K. 14 2018 Efficient generalized Golub-Kahan based methods for dynamic inverse problems. Zbl 1385.65034 Chung, Julianne; Saibaba, Arvind K.; Brown, Matthew; Westman, Erik 13 2018 HOID: higher order interpolatory decomposition for tensors based on Tucker representation. Zbl 1347.65079 Saibaba, Arvind K. 13 2016 Multipreconditioned GMRES for shifted systems. Zbl 1392.65043 Bakhos, Tania; Kitanidis, Peter K.; Ladenheim, Scott; Saibaba, Arvind K.; Szyld, Daniel B. 11 2017 Generalized hybrid iterative methods for large-scale Bayesian inverse problems. Zbl 1422.65065 Chung, Julianne; Saibaba, Arvind K. 9 2017 Randomized subspace iteration: analysis of canonical angles and unitarily invariant norms. Zbl 1406.65024 Saibaba, Arvind K. 8 2019 Randomization and reweighted \(\ell_1\)-minimization for A-optimal design of linear inverse problems. Zbl 1442.62175 Herman, Elizabeth; Alexanderian, Alen; Saibaba, Arvind K. 7 2020 Randomized discrete empirical interpolation method for nonlinear model reduction. Zbl 07206903 Saibaba, Arvind K. 6 2020 Randomized algorithms for generalized singular value decomposition with application to sensitivity analysis. Zbl 07396247 Saibaba, Arvind K.; Hart, Joseph; van Bloemen Waanders, Bart 5 2021 Fast algorithms for hyperspectral diffuse optical tomography. Zbl 1323.65028 Saibaba, Arvind K.; Kilmer, Misha; Miller, Eric L.; Fantini, Sergio 4 2015 Randomized algorithms for rounding in the tensor-train format. Zbl 07673280 Al Daas, Hussam; Ballard, Grey; Cazeaux, Paul; Hallman, Eric; Międlar, Agnieszka; Pasha, Mirjeta; Reid, Tim W.; Saibaba, Arvind K. 4 2023 A fast algorithm for parabolic PDE-based inverse problems based on Laplace transforms and flexible Krylov solvers. Zbl 1351.76047 Bakhos, Tania; Saibaba, Arvind K.; Kitanidis, Peter K. 3 2015 Fast Kalman filter using hierarchical matrices and a low-rank perturbative approach. Zbl 1323.35214 Saibaba, Arvind K.; Miller, Eric L.; Kitanidis, Peter K. 3 2015 Efficient marginalization-based MCMC methods for hierarchical Bayesian inverse problems. Zbl 07118424 Saibaba, Arvind K.; Bardsley, Johnathan; Brown, D. Andrew; Alexanderian, Alen 3 2019 Low-rank independence samplers in hierarchical Bayesian inverse problems. Zbl 1401.65040 Brown, D. Andrew; Saibaba, Arvind; Vallélian, Sarah 3 2018 Efficient Krylov subspace methods for uncertainty quantification in large Bayesian linear inverse problems. Zbl 07286028 Saibaba, Arvind K.; Chung, Julianne; Petroske, Katrina 2 2020 Randomized approaches to accelerate MCMC algorithms for Bayesian inverse problems. Zbl 07512366 Saibaba, Arvind K.; Prasad, Pranjal; de Sturler, Eric; Miller, Eric; Kilmer, Misha E. 1 2021 Monte Carlo estimators for the Schatten \(p\)-norm of symmetric positive semidefinite matrices. Zbl 1487.65046 Dudley, Ethan; Saibaba, Arvind K.; Alexanderian, Alen 1 2022 Efficient algorithms for eigensystem realization using randomized SVD. Zbl 1467.93073 Minster, Rachel; Saibaba, Arvind K.; Kar, Jishnudeep; Chakrabortty, Aranya 1 2021 Monte Carlo methods for estimating the diagonal of a real symmetric matrix. Zbl 1512.65005 Hallman, Eric; Ipsen, Ilse C. F.; Saibaba, Arvind K. 1 2023 Randomized algorithms for rounding in the tensor-train format. Zbl 07673280 Al Daas, Hussam; Ballard, Grey; Cazeaux, Paul; Hallman, Eric; Międlar, Agnieszka; Pasha, Mirjeta; Reid, Tim W.; Saibaba, Arvind K. 4 2023 Monte Carlo methods for estimating the diagonal of a real symmetric matrix. Zbl 1512.65005 Hallman, Eric; Ipsen, Ilse C. F.; Saibaba, Arvind K. 1 2023 Monte Carlo estimators for the Schatten \(p\)-norm of symmetric positive semidefinite matrices. Zbl 1487.65046 Dudley, Ethan; Saibaba, Arvind K.; Alexanderian, Alen 1 2022 Randomized algorithms for generalized singular value decomposition with application to sensitivity analysis. Zbl 07396247 Saibaba, Arvind K.; Hart, Joseph; van Bloemen Waanders, Bart 5 2021 Randomized approaches to accelerate MCMC algorithms for Bayesian inverse problems. Zbl 07512366 Saibaba, Arvind K.; Prasad, Pranjal; de Sturler, Eric; Miller, Eric; Kilmer, Misha E. 1 2021 Efficient algorithms for eigensystem realization using randomized SVD. Zbl 1467.93073 Minster, Rachel; Saibaba, Arvind K.; Kar, Jishnudeep; Chakrabortty, Aranya 1 2021 Randomized algorithms for low-rank tensor decompositions in the Tucker format. Zbl 1484.65091 Minster, Rachel; Saibaba, Arvind K.; Kilmer, Misha E. 17 2020 Randomization and reweighted \(\ell_1\)-minimization for A-optimal design of linear inverse problems. Zbl 1442.62175 Herman, Elizabeth; Alexanderian, Alen; Saibaba, Arvind K. 7 2020 Randomized discrete empirical interpolation method for nonlinear model reduction. Zbl 07206903 Saibaba, Arvind K. 6 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 Randomized subspace iteration: analysis of canonical angles and unitarily invariant norms. Zbl 1406.65024 Saibaba, Arvind K. 8 2019 Efficient marginalization-based MCMC methods for hierarchical Bayesian inverse problems. Zbl 07118424 Saibaba, Arvind K.; Bardsley, Johnathan; Brown, D. Andrew; Alexanderian, Alen 3 2019 A randomized tensor singular value decomposition based on the t-product. Zbl 1513.65104 Zhang, Jiani; Saibaba, Arvind K.; Kilmer, Misha E.; Aeron, Shuchin 21 2018 Efficient D-optimal design of experiments for infinite-dimensional Bayesian linear inverse problems. Zbl 1401.62123 Alexanderian, Alen; Saibaba, Arvind K. 16 2018 The discrete empirical interpolation method: canonical structure and formulation in weighted inner product spaces. Zbl 1415.65107 Drmač, Zlatko; Saibaba, Arvind Krishna 15 2018 Goal-oriented optimal design of experiments for large-scale Bayesian linear inverse problems. Zbl 1475.65037 Attia, Ahmed; Alexanderian, Alen; Saibaba, Arvind K. 14 2018 Efficient generalized Golub-Kahan based methods for dynamic inverse problems. Zbl 1385.65034 Chung, Julianne; Saibaba, Arvind K.; Brown, Matthew; Westman, Erik 13 2018 Low-rank independence samplers in hierarchical Bayesian inverse problems. Zbl 1401.65040 Brown, D. Andrew; Saibaba, Arvind; Vallélian, Sarah 3 2018 Randomized matrix-free trace and log-determinant estimators. Zbl 1378.65094 Saibaba, Arvind K.; Alexanderian, Alen; Ipsen, Ilse C. F. 22 2017 Multipreconditioned GMRES for shifted systems. Zbl 1392.65043 Bakhos, Tania; Kitanidis, Peter K.; Ladenheim, Scott; Saibaba, Arvind K.; Szyld, Daniel B. 11 2017 Generalized hybrid iterative methods for large-scale Bayesian inverse problems. Zbl 1422.65065 Chung, Julianne; Saibaba, Arvind K. 9 2017 Randomized algorithms for generalized Hermitian eigenvalue problems with application to computing Karhunen-Loève expansion. Zbl 1413.65104 Saibaba, Arvind K.; Lee, Jonghyun; Kitanidis, Peter K. 23 2016 HOID: higher order interpolatory decomposition for tensors based on Tucker representation. Zbl 1347.65079 Saibaba, Arvind K. 13 2016 Fast algorithms for hyperspectral diffuse optical tomography. Zbl 1323.65028 Saibaba, Arvind K.; Kilmer, Misha; Miller, Eric L.; Fantini, Sergio 4 2015 A fast algorithm for parabolic PDE-based inverse problems based on Laplace transforms and flexible Krylov solvers. Zbl 1351.76047 Bakhos, Tania; Saibaba, Arvind K.; Kitanidis, Peter K. 3 2015 Fast Kalman filter using hierarchical matrices and a low-rank perturbative approach. Zbl 1323.35214 Saibaba, Arvind K.; Miller, Eric L.; Kitanidis, Peter K. 3 2015 A flexible Krylov solver for shifted systems with application to oscillatory hydraulic tomography. Zbl 1288.65041 Saibaba, Arvind K.; Bakhos, Tania; Kitanidis, Peter K. 19 2013 all cited Publications top 5 cited Publications all top 5 Cited by 335 Authors 19 Saibaba, Arvind Krishna 11 Wei, Yimin 10 Alexanderian, Alen 8 Chen, Peng 8 de Sturler, Eric 8 Ghattas, Omar N. 7 Che, Maolin 6 Chung, Julianne M. 6 Hahn, Bernadette Nadine 6 Kilmer, Misha Elena 6 Kressner, Daniel 5 Huang, Ting-Zhu 4 Carpentieri, Bruno 4 Choi, Youngsoo 4 Szyld, Daniel B. 3 Baumann, Manuel 3 Burger, Martin 3 Cortinovis, Alice 3 Gazzola, Silvia 3 Gu, Xian-Ming 3 Gugercin, Serkan 3 Hart, Joseph L. 3 Jiang, Jiahua 3 Minster, Rachel 3 Qi, Liqun 3 Van Gijzen, Martin Bastiaan 3 Villa, Umberto E. 3 Waanders, Bart van Bloemen 3 Wu, Keyi 3 Yan, Hong 2 Ahmadi-Asl, Salman 2 Bakhos, Tania 2 Bardsley, Johnathan M. 2 Brown, D. Andrew 2 Chang, Shih Yu 2 Chen, Juefei 2 Cheung, Siu Wun 2 Cong, Zhanlei 2 Copeland, Dylan Matthew 2 Correnty, Siobhán 2 Cui, Tiangang 2 Daas, Hussam Al 2 Du, Lei 2 Grigori, Laura 2 Helin, Tapio 2 Huynh, Kevin 2 Hyvönen, Nuutti 2 Jarlebring, Elias 2 Jing, Yanfei 2 Jurek, Marcin 2 Katzfuss, Matthias 2 Kitanidis, Peter K. 2 Lin, Guang 2 Liu, Dong 2 Ma, Haifeng 2 Navon, Ionel Michael 2 Persson, David 2 Puska, Juha-Pekka 2 Rees, Tyrone 2 Ruthotto, Lars 2 Sabelfeld, Karl Karlovich 2 Shalimova, Irina A. 2 Smyl, Danny 2 Stadler, Georg 2 Sun, Dong-Lin 2 Sunseri, Isaac 2 Tenorio, Luis 2 Tropp, Joel A. 2 Ullmann, Elisabeth 2 Wang, Yuepeng 2 Willcox, Karen E. 2 Xie, Pengpeng 2 Xu, Yanwei 2 Zhang, Liping 1 Afkham, Babak Maboudi 1 Ameli, Siavash 1 Ang, E. Y. M. 1 Aretz, Nicole 1 Arridge, Simon R. 1 Astudillo, Reinaldo 1 Babaee, Hessam 1 Ballard, Grey M. 1 Beaupère, Matthias 1 Becker, Stephen R. 1 Begović Kovač, Erna 1 Benner, Peter 1 Blanke, Stephanie E. 1 Bourantas, George C. 1 Boutsidis, Christos 1 Breiding, Paul 1 Bui-Thanh, Tan 1 Burganos, V. N. 1 Cai, Xiaohao 1 Carr, Arielle K. 1 Chakrabortty, Aranya 1 Chellappa, Sridhar 1 Chen, Liang 1 Chen, Tyler 1 Chen, Xiaoping 1 Chen, Yannan ...and 235 more Authors all top 5 Cited in 58 Serials 26 SIAM Journal on Scientific Computing 16 SIAM Journal on Matrix Analysis and Applications 14 Journal of Computational Physics 11 Inverse Problems 10 SIAM/ASA Journal on Uncertainty Quantification 8 Journal of Scientific Computing 7 Computer Methods in Applied Mechanics and Engineering 7 Journal of Computational and Applied Mathematics 5 BIT 4 Journal of Optimization Theory and Applications 4 Applied Numerical Mathematics 4 ETNA. Electronic Transactions on Numerical Analysis 4 GAMM-Mitteilungen 3 Computers & Mathematics with Applications 3 Advances in Computational Mathematics 3 Statistics and Computing 2 Numerical Functional Analysis and Optimization 2 Linear Algebra and its Applications 2 Journal of Inverse and Ill-Posed Problems 2 Journal of Industrial and Management Optimization 2 Communications on Applied Mathematics and Computation 2 SIAM Journal on Mathematics of Data Science 1 Computers and Fluids 1 The Mathematical Gazette 1 The Annals of Statistics 1 Applied Mathematics and Computation 1 Computational Mechanics 1 Applied Mathematics Letters 1 Journal of Global Optimization 1 Numerical Algorithms 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 International Journal of Computer Mathematics 1 SIAM Journal on Optimization 1 Journal of Mathematical Imaging and Vision 1 Computational Optimization and Applications 1 Applied and Computational Harmonic Analysis 1 Computational and Applied Mathematics 1 Monte Carlo Methods and Applications 1 Bernoulli 1 Communications in Nonlinear Science and Numerical Simulation 1 Computational Geosciences 1 Optimization and Engineering 1 Foundations of Computational Mathematics 1 Journal of Applied Mathematics and Computing 1 Multiscale Modeling & Simulation 1 Quantum Information Processing 1 Acta Numerica 1 Oberwolfach Reports 1 Proceedings of the Steklov Institute of Mathematics 1 Inverse Problems and Imaging 1 Mathematical Geosciences 1 Journal of Computational and Graphical Statistics 1 S\(\vec{\text{e}}\)MA Journal 1 Journal of Computational Dynamics 1 Journal of Mathematics 1 Annals of Applied Mathematics 1 Japanese Journal of Statistics and Data Science all top 5 Cited in 29 Fields 131 Numerical analysis (65-XX) 55 Linear and multilinear algebra; matrix theory (15-XX) 34 Statistics (62-XX) 29 Partial differential equations (35-XX) 23 Computer science (68-XX) 12 Fluid mechanics (76-XX) 10 Operations research, mathematical programming (90-XX) 10 Biology and other natural sciences (92-XX) 9 Probability theory and stochastic processes (60-XX) 9 Information and communication theory, circuits (94-XX) 8 Mechanics of deformable solids (74-XX) 5 Integral transforms, operational calculus (44-XX) 5 Calculus of variations and optimal control; optimization (49-XX) 5 Geophysics (86-XX) 4 Dynamical systems and ergodic theory (37-XX) 4 Systems theory; control (93-XX) 2 General and overarching topics; collections (00-XX) 2 Approximations and expansions (41-XX) 2 Operator theory (47-XX) 1 Number theory (11-XX) 1 Algebraic geometry (14-XX) 1 Measure and integration (28-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 Geometry (51-XX) 1 Differential geometry (53-XX) 1 Optics, electromagnetic theory (78-XX) 1 Quantum theory (81-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year