Rosemary A. Renaut

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All published works

Action	Title	Year	Authors
+ PDF Chat	Split Bregman Isotropic and Anisotropic Image Deblurring with Kronecker Product Sum Approximations using Single Precision Enlarged-GKB or RSVD Algorithms to provide low rank truncated SVDs	2024	Abdulmajeed Alsubhi Rosemary A. Renaut
+ PDF Chat	Efficient Decomposition-Based Algorithms for $\ell_1$-Regularized Inverse Problems with Column-Orthogonal and Kronecker Product Matrices	2024	Brian Sweeney Malena I. Español Rosemary A. Renaut
+ PDF Chat	Parameter Selection by GCV and a $\chi^2$ test within Iterative Methods for $\ell_1$-regularized Inverse Problems	2024	Brian Sweeney Rosemary A. Renaut Malena Español
+ PDF Chat	A variable projection method for large-scale inverse problems with ℓ1 regularization	2023	Matthias Chung Rosemary A. Renaut
+ PDF Chat	Learning spectral windowing parameters for regularization using unbiased predictive risk and generalized cross validation techniques for multiple data sets	2023	Michael J. Byrne Rosemary A. Renaut
+ PDF Chat	Large-scale focusing joint inversion of gravity and magnetic data with Gramian constraint	2022	Saeed Vatankhah Rosemary A. Renaut Xingguo Huang Kevin Mickus Mostafa Gharloghi
+	The Variable Projected Augmented Lagrangian Method	2022	Matthias Chung Rosemary A. Renaut
+	Learning Spectral Windowing Parameters for Regularization Using Unbiased Predictive Risk and Generalized Cross Validation Techniques for Multiple Data Sets	2021	Michael J. Byrne Rosemary A. Renaut
+ PDF Chat	Fast non-convex low-rank matrix decomposition for separation of potential field data using minimal memory	2020	Dan Zhu Rosemary A. Renaut Hongwei Li Tianyou Liu
+ PDF Chat	A tutorial and open source software for the efficient evaluation of gravity and magnetic kernels	2020	Jarom D. Hogue Rosemary A. Renaut Saeed Vatankhah
+ PDF Chat	A fast methodology for large-scale focusing inversion of gravity and magnetic data using the structured model matrix and the 2-D fast Fourier transform	2020	Rosemary A. Renaut Jarom D. Hogue Saeed Vatankhah Shuang Liu
+ PDF Chat	Improving the use of the randomized singular value decomposition for the inversion of gravity and magnetic data	2020	Saeed Vatankhah Shuang Liu Rosemary A. Renaut Xiangyun Hu Jamaledin Baniamerian
+	Generalized L$_p$-norm joint inversion of gravity and magnetic data using cross-gradient constraint	2020	Saeed Vatankhah Shuang Liu Rosemary A. Renaut Xiangyun Hu Mostafa Gharloghi
+	An Efficient Alternating Algorithm for the Lp-Norm Cross-Gradient Joint Inversion of Gravity and Magnetic Data Using the 2-D Fast Fourier Transform	2020	Saeed Vatankhah Shuang Liu Rosemary A. Renaut Xiangyun Hu Jarom D. Hogue Mostafa Gharloghi
+	A Tutorial and Open Source Software for the Efficient Evaluation of Gravity and Magnetic Kernels.	2019	Jarom D. Hogue Rosemary A. Renaut Saeed Vatankhah
+	Fast non-convex low-rank matrix decomposition for separation of potential field data using minimal memory	2019	Dan Zhu Rosemary A. Renaut Hongwei Li Tianyou Liu
+	Improving the use of the randomized singular value decomposition for the inversion of gravity and magnetic data	2019	Saeed Vatankhah Shuang Liu Rosemary A. Renaut Xiangyun Hu Jamaledin Baniamerian
+ PDF Chat	Unbiased predictive risk estimation of the Tikhonov regularization parameter: convergence with increasing rank approximations of the singular value decomposition	2019	Rosemary A. Renaut Anthony Helmstetter Saeed Vatankhah
+ PDF Chat	IGUG: A MATLAB package for 3D inversion of gravity data using graph theory	2019	Saeed Vatankhah Vahid E. Ardestani Susan Soodmand Niri Rosemary A. Renaut Hojjat Kabirzadeh
+	A Tutorial and Open Source Software for the Efficient Evaluation of Gravity and Magnetic Kernels	2019	Jarom D. Hogue Rosemary A. Renaut Saeed Vatankhah
+	Improving the use of the randomized singular value decomposition for the inversion of gravity and magnetic data	2019	Saeed Vatankhah Shuang Liu Rosemary A. Renaut Xiangyun Hu Jamaledin Baniamerian
+ PDF Chat	Convergence of Regularization Parameters for Solutions Using the Filtered Truncated Singular Value Decomposition	2018	Rosemary A. Renaut Anthony Helmstetter Saeed Vatankhah
+ PDF Chat	A fast algorithm for regularized focused 3D inversion of gravity data using randomized singular-value decomposition	2018	Saeed Vatankhah Rosemary A. Renaut Vahid E. Ardestani
+ PDF Chat	Total variation regularization of the 3-D gravity inverse problem using a randomized generalized singular value decomposition	2018	Saeed Vatankhah Rosemary A. Renaut Vahid E. Ardestani
+ PDF Chat	3-D Projected L1 inversion of gravity data using truncated unbiased predictive risk estimator for regularization parameter estimation	2017	Saeed Vatankhah Rosemary A. Renaut Vahid E. Ardestani
+	A fast algorithm for regularized focused 3-D inversion of gravity data using the randomized SVD	2017	Saeed Vatankhah Rosemary A. Renaut Vahid E. Ardestani
+ PDF Chat	Hybrid and Iteratively Reweighted Regularization by Unbiased Predictive Risk and Weighted GCV for Projected Systems	2017	Rosemary A. Renaut Saeed Vatankhah Vahid E. Ardestani
+ PDF Chat	Efficient estimation of regularization parameters via downsampling and the singular value expansion	2016	Rosemary A. Renaut Michael Jacob Horst Yang Wang Douglas Cochran Jakob Hansen
+	3-D Projected $ L_{1}$ inversion of gravity data	2016	Saeed Vatankhah Rosemary A. Renaut Vahid E. Ardestani
+	Hybrid and iteratively reweighted regularization by unbiased predictive risk and weighted GCV	2015	Rosemary A. Renaut Saeed Vatankhah Vahid E. Ardestani
+	Hybrid and iteratively reweighted regularization by unbiased predictive risk and weighted GCV for projected systems	2015	Rosemary A. Renaut Saeed Vatankhah Vahid E. Ardestani
+ PDF Chat	Hybrid and iteratively reweighted regularization by unbiased predictive risk and weighted GCV for projected systems	2015	Rosemary A. Renaut Saeed Vatankhah Vahid E. Ardestani
+	Functional partial canonical correlation	2015	Qing Guang Huang Rosemary A. Renaut
+	Regularization Parameter Estimation: Stabilization of LSQR Algorithms by Iterative Reweighting	2015	Rosemary A. Renaut Saeed Vatankhah
+	Application of the χ2 principle and unbiased predictive risk estimator for determining the regularization parameter in 3-D focusing gravity inversion	2014	Saeed Vatankhah Vahid E. Ardestani Rosemary A. Renaut
+	Non-negatively constrained least squares and parameter choice by the residual periodogram for the inversion of electrochemical impedance spectroscopy data	2014	Jakob Hansen Jarom D. Hogue Grant K. Sander Rosemary A. Renaut Sudeep C. Popat
+ PDF Chat	Automatic estimation of the regularization parameter in 2D focusing gravity inversion: application of the method to the Safo manganese mine in the northwest of Iran	2014	Saeed Vatankhah Vahid E. Ardestani Rosemary A. Renaut
+ PDF Chat	Regularization parameter estimation for underdetermined problems by the <i>χ</i> <sup>2</sup> principle with application to 2D focusing gravity inversion	2014	Saeed Vatankhah Rosemary A. Renaut Vahid E. Ardestani
+	Non-negatively constrained least squares and parameter choice by the residual periodogram for the inversion of dielectric relaxation spectra: Supplementary Materials	2013	Jakob Hansen Jarom D. Hogue Grant K. Sander Rosemary A. Renaut
+	Special Issue on Mathematical Methods in Medical Imaging	2012	Anne Gelb Rosemary A. Renaut Svetlana Roudenko Douglas Cochran
+	Multisplitting for regularized least squares with Krylov subspace recycling	2011	Rosemary A. Renaut Youzuo Lin Hongbin Guo
+ PDF Chat	Sparsity Enforcing Edge Detection Method for Blurred and Noisy Fourier data	2011	Wolfgang Stefan Adityavikram Viswanathan Anne Gelb Rosemary A. Renaut
+	A new SVM model for classifying genetic data	2010	Wang Juh Chen Hongbin Guo Rosemary A. Renaut Kewei Chen
+ PDF Chat	P2‐399: Structured total least squares for volumes of distribution estimation in PET imaging	2010	Hongbin Guo Kewei Chen Rosemary A. Renaut Eric M. Reiman
+	Regularization parameter estimation for large-scale Tikhonov regularization using a priori information	2009	Rosemary A. Renaut Iveta Hnětýnková Jodi Mead
+	Least squares problems with inequality constraints as quadratic constraints	2009	Jodi Mead Rosemary A. Renaut
+ PDF Chat	Reducing the noise effects in Logan graphic analysis for PET receptor measurements	2009	Hongbin Guo Kewei Chen Rosemary A. Renaut Eric M. Reiman
+ PDF Chat	FDG–PET parametric imaging by total variation minimization	2009	Hongbin Guo Rosemary A. Renaut Kewei Chen Eric M. Reiman
+	Model Error Correction for Linear Methods of Reversible Radioligand Binding Measurements in PET Studies	2009	Hongbin Guo Rosemary A. Renaut Kewei Chen Eric M. Reiman
+ PDF Chat	A family of preconditioned iteratively regularized methods for nonlinear minimization	2009	Alexandra Smirnova Rosemary A. Renaut
+	Reducing the noise effects in Logan graphic analysis for PET receptor measurements	2009	Hongbin Guo Kewei Chen Rosemary A. Renaut Eric M. Reiman
+	FDG-PET Parametric Imaging by Total Variation Minimization	2009	Hongbin Guo Rosemary A. Renaut Kewei Chen Eric M. Reiman
+ PDF Chat	A Newton root-finding algorithm for estimating the regularization parameter for solving ill-conditioned least squares problems	2008	Jodi Mead Rosemary A. Renaut
+ PDF Chat	A Structured Data Least Squares Algorithm and its Application in Digital Filtering	2008	Hongbin Guo Rosemary A. Renaut
+ PDF Chat	Convergence and application of a modified iteratively regularized Gauss–Newton algorithm	2007	Alexandra Smirnova Rosemary A. Renaut Taufiquar Khan
+	Regularization Parameter Estimation for Least Squares	2007	Rosemary A. Renaut Jodi Mead
+	Regularization Parameter Estimation for Least Squares: Using the 2 -curve	2007	Rosemary A. Renaut Jodi Mead
+	Determining the Regularization Parameters for the Solution of Ill-posed Least Squares: A Newton method using the 2 -distribution	2007	Rosemary A. Renaut Jodi Mead
+	Regularization Parameter Estimation for Least Squares: A Newton method using the 2 -distribution	2007	Rosemary A. Renaut Jodi Mead
+	Determining the Regularization Parameters for the Solution of Ill-posed Least Squares: Using the 2 -distribution and applying to seismic signals	2007	Rosemary A. Renaut Jodi Mead
+	On the Convergence of the Generalized Linear Least Squares Algorithm	2005	C. Negoita Rosemary A. Renaut
+ PDF Chat	Parallel variable distribution for total least squares	2005	Hongbin Guo Rosemary A. Renaut
+ PDF Chat	Efficient Algorithms for Solution of Regularized Total Least Squares	2004	Rosemary A. Renaut Hongbin Guo
+ PDF Chat	Estimation of <b>u</b><sup>T</sup>ƒ(<i>A</i>)<b>v</b> for large‐scale unsymmetric matrices	2003	Hongbin Guo Rosemary A. Renaut
+	A note on stability of pseudospectral methods for wave propagation	2002	Z. Jackiewicz Rosemary A. Renaut
+ PDF Chat	Accuracy, Resolution, and Stability Properties of a Modified Chebyshev Method	2002	Jodi Mead Rosemary A. Renaut
+	A Regularized Total Least Squares Algorithm	2002	Hongbin Guo Rosemary A. Renaut
+	Diagonally implicit multistage integration methods for pseudospectral solutions of the wave equation	2000	Z. Jackiewicz Rosemary A. Renaut
+	Parallel Space Decomposition for Minimization of Nonlinear Functionals	1999	Andreas Frommer Rosemary A. Renaut
+ PDF Chat	An accuracy barrier for stable three-time-level difference schemes for hyperbolic equations	1998	Rolf Jeltsch Rosemary A. Renaut Julie Smit
+	A parallel multisplitting solution of the least squares problem	1998	Rosemary A. Renaut
+	A parallel multisplitting solution of the least squares problem	1998	Rosemary A. Renaut
+	Stability of a Chebychev pseudospectral solution of the wave equation with absorbing boundaries	1997	Rosemary A. Renaut
+	None	1997	Rosemary A. Renaut Y. C. Su
+	Preconditioning waveform relaxation iterations for differential systems	1996	Kevin Burrage Z. Jackiewicz Syvert P. Nørsett Rosemary A. Renaut
+	The performance of preconditioned waveform relaxation techniques for pseudospectral methods	1996	Kevin Burrage Z. Jackiewicz Rosemary A. Renaut
+	The maximal accuracy of stable difference schemes for the wave equation	1995	Rolf Jeltsch Rosemary A. Renaut Kosie J. H. Smit
+ PDF Chat	Explicit two-step Runge-Kutta methods	1995	Z. Jackiewicz Rosemary A. Renaut Marino Zennaro
+	An accuracy barrier for stable three-time-level difference schemes for hyperbolic equations	1995	Rolf Jeltsch Rosemary A. Renaut Julie Smit
+	Parallel algorithms for unconstrained optimization by multisplitting with inexact subspace search - the abstract	1994	Rosemary A. Renaut Qing He
+	ORDER STARS AND THE MAXIMAL ACCURACY OF STABLE DIFFERENCE SCHEMES FOR THE WAVE EQUATION	1992	Rosemary A. Renaut Julie Smit
+	Stability of one-way wave equations as absorbing boundary conditions for the wave equation	1992	Rosemary A. Renaut
+	Parallel pseudospectral methods for the solution of the wave equation	1992	Rosemary A. Renaut Mahn-Ling Woo
+ PDF Chat	Two-Step Runge–Kutta Methods	1991	Z. Jackiewicz Rosemary A. Renaut Alan Feldstein
+ PDF Chat	Two-Step Runge-Kutta Methods and Hyperbolic Partial Differential Equations	1990	Rosemary A. Renaut
+ PDF Chat	Two-step Runge-Kutta methods and hyperbolic partial differential equations	1990	Rosemary A. Renaut

Common Coauthors

Coauthor	Papers Together
Saeed Vatankhah	26
Vahid E. Ardestani	13
Hongbin Guo	13
Jodi Mead	9
Kewei Chen	7
Jarom D. Hogue	7
Eric M. Reiman	6
Z. Jackiewicz	6
Shuang Liu	6
Xiangyun Hu	5
Mostafa Gharloghi	3
Jakob Hansen	3
Jamaledin Baniamerian	3
Julie Smit	3
Rolf Jeltsch	3
Alexandra Smirnova	2
Dan Zhu	2
Michael J. Byrne	2
Grant K. Sander	2
Anthony Helmstetter	2
Hongwei Li	2
Tianyou Liu	2
Brian Sweeney	2
Anne Gelb	2
Douglas Cochran	2
Matthias Chung	2
Kevin Burrage	2
Abdulmajeed Alsubhi	1
Iveta Hnětýnková	1
Malena I. Espan͂ol	1
Sudeep C. Popat	1
Svetlana Roudenko	1
Kosie J. H. Smit	1
Taufiquar Khan	1
Wang Juh Chen	1
Kevin Mickus	1
Alan Feldstein	1
C. Negoita	1
Hojjat Kabirzadeh	1
Michael Jacob Horst	1
Xingguo Huang	1
Mahn-Ling Woo	1
Adityavikram Viswanathan	1
Andreas Frommer	1
Susan Soodmand Niri	1
Malena Español	1
Marino Zennaro	1
Wolfgang Stefan	1
Yang Wang	1
Qing He	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Computational Methods for Inverse Problems	2002	Curtis R. Vogel	30
+ PDF Chat	REGULARIZATION TOOLS: A Matlab package for analysis and solution of discrete ill-posed problems	1994	Per Christian Hansen	17
+ PDF Chat	LSQR: An Algorithm for Sparse Linear Equations and Sparse Least Squares	1982	Christopher C. Paige Michael A. Saunders	14
+ PDF Chat	A Newton root-finding algorithm for estimating the regularization parameter for solving ill-conditioned least squares problems	2008	Jodi Mead Rosemary A. Renaut	14
+	Application of the χ2 principle and unbiased predictive risk estimator for determining the regularization parameter in 3-D focusing gravity inversion	2014	Saeed Vatankhah Vahid E. Ardestani Rosemary A. Renaut	12
+	A weighted-GCV method for Lanczos-hybrid regularization.	2007	Julianne Chung James G. Nagy Dianne M. O'Leary	12
+ PDF Chat	Automatic estimation of the regularization parameter in 2D focusing gravity inversion: application of the method to the Safo manganese mine in the northwest of Iran	2014	Saeed Vatankhah Vahid E. Ardestani Rosemary A. Renaut	12
+ PDF Chat	3-D Projected L1 inversion of gravity data using truncated unbiased predictive risk estimator for regularization parameter estimation	2017	Saeed Vatankhah Rosemary A. Renaut Vahid E. Ardestani	11
+	On the solution of functional equations by the method of regularization	1966	В. А. Морозов	11
+ PDF Chat	Hybrid and Iteratively Reweighted Regularization by Unbiased Predictive Risk and Weighted GCV for Projected Systems	2017	Rosemary A. Renaut Saeed Vatankhah Vahid E. Ardestani	11
+	Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion	1987	Per Christian Hansen	11
+ PDF Chat	Choosing Regularization Parameters in Iterative Methods for Ill-Posed Problems	2001	Misha E. Kilmer Dianne P. O’Leary	11
+ PDF Chat	Algorithm 583: LSQR: Sparse Linear Equations and Least Squares Problems	1982	Christopher C. Paige Michael A. Saunders	10
+	Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter	1979	Gene H. Golub Michael T. Heath Grace Wahba	10
+ PDF Chat	A fast algorithm for regularized focused 3D inversion of gravity data using randomized singular-value decomposition	2018	Saeed Vatankhah Rosemary A. Renaut Vahid E. Ardestani	9
+	Rank-Deficient and Discrete Ill-Posed Problems	1998	Per Christian Hansen	8
+ PDF Chat	Regularization parameter estimation for underdetermined problems by the <i>χ</i> <sup>2</sup> principle with application to 2D focusing gravity inversion	2014	Saeed Vatankhah Rosemary A. Renaut Vahid E. Ardestani	8
+	A priori weighting for parameter estimation	2008	Jodi Mead	8
+	Inverse Problem Theory and Methods for Model Parameter Estimation	2005	Albert Tarantola	8
+ PDF Chat	Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions	2011	Nathan Halko Per‐Gunnar Martinsson Joel A. Tropp	8
+	Analysis of Discrete Ill-Posed Problems by Means of the L-Curve	1992	Per Christian Hansen	8
+	Regularization Tools version 4.0 for Matlab 7.3	2007	Per Christian Hansen	7
+	Towards a Generalized Singular Value Decomposition	1981	Christopher C. Paige Michael A. Saunders	7
+	Regularization of Inverse Problems	1996	Heinz W. Engl Martin Hanke Andreas B. Neubauer	6
+ PDF Chat	Total variation regularization of the 3-D gravity inverse problem using a randomized generalized singular value decomposition	2018	Saeed Vatankhah Rosemary A. Renaut Vahid E. Ardestani	6
+	Numerical methods for least squares problems	1996	Åke Björck	6
+ PDF Chat	Compression approaches for the regularized solutions of linear systems from large-scale inverse problems	2015	Sergey Voronin T. Dylan Mikesell Guust Nolet	6
+	Non-smooth gravity problem with total variation penalization functional	2002	Hugo Bertete‐Aguirre Elena Cherkaev Michael Oristaglio	6
+ PDF Chat	Regularization with randomized SVD for large-scale discrete inverse problems	2013	Hua Xiang Jun Zou	6
+	The Total Least Squares Problem: Computational Aspects and Analysis.	1992	George W. Fisher Sabine Van Huffel Joos Vandewalle	6
+	Regularization parameter estimation for large-scale Tikhonov regularization using a priori information	2009	Rosemary A. Renaut Iveta Hnětýnková Jodi Mead	5
+	The regularizing effect of the Golub-Kahan iterative bidiagonalization and revealing the noise level in the data	2009	Iveta Hnětýnková Martin Plešinger Zdeněk Strakoš	5
+ PDF Chat	Residual periodograms for choosing regularization parameters for ill-posed problems	2008	Bert W. Rust Dianne P. O’Leary	5
+	Subspace linear inverse method	1994	D. W. Oldenburg Yaoguo Li	5
+	A Hybrid LSMR Algorithm for Large-Scale Tikhonov Regularization	2015	Julianne Chung Katrina Palmer	5
+ PDF Chat	A Strategy for Removing the Bias in the Graphical Analysis Method	2001	Jean Logan Joanna S. Fowler Nora D. Volkow Yu Ding Gene‐Jack Wang David Alexoff	5
+	Numerical Methods for Least Squares Problems	1996	Åke Björck	5
+ PDF Chat	An Analysis of the Total Least Squares Problem	1980	Gene H. Golub Charles F. Van Loan	5
+ PDF Chat	Parallel Variable Distribution	1994	Michael C. Ferris O. L. Mangasarian	4
+ PDF Chat	Improving the use of the randomized singular value decomposition for the inversion of gravity and magnetic data	2020	Saeed Vatankhah Shuang Liu Rosemary A. Renaut Xiangyun Hu Jamaledin Baniamerian	4
+	On the Butcher group and general multi-value methods	1974	E. Hairer Gerhard Wanner	4
+ PDF Chat	The Use of the L-Curve in the Regularization of Discrete Ill-Posed Problems	1993	Per Christian Hansen Dianne P. O’Leary	4
+	A Practical Guide to Pseudospectral Methods	1996	Bengt Fornberg	4
+	A Modified Chebyshev Pseudospectral Method with an O(N-1) Time Step Restriction	1993	Dan Kosloff Hillel Tal‐Ezer	4
+	Generalized Inverses, Ridge Regression, Biased Linear Estimation, and Nonlinear Estimation	1970	Donald W. Marquardt	4
+	Exploiting Residual Information in the Parameter Choice for Discrete Ill-Posed Problems	2006	Per Christian Hansen Misha E. Kilmer R. H. Kjeldsen	4
+	Parameter estimation: A new approach to weighting a priori information	2007	Jodi Mead	4
+	Windowed Spectral Regularization of Inverse Problems	2011	Julianne Chung Glenn R. Easley Dianne P. O’Leary	4
+ PDF Chat	UPRE method for total variation parameter selection	2010	Youzuo Lin Brendt Wohlberg Hongbin Guo	4
+ PDF Chat	IR Tools: a MATLAB package of iterative regularization methods and large-scale test problems	2018	Silvia Gazzola Per Christian Hansen James G. Nagy	4