Rosemary Renaut

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81 Article
11 Conference contribution
2 Conference article
1 Paper
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- 1 Editorial
- 1 Letter

Efficient decomposition-based algorithms for ℓ₁-regularized inverse problems with column-orthogonal and Kronecker product matrices
Sweeney, B. F., Español, M. I. & Renaut, R. A., Jul 2025, In: Inverse Problems. 41, 7, 075016.
Research output: Contribution to journal › Article › peer-review
Enlarged GKB and RSVD for KP approximations illustrated for mixed precision ℓ1 image restoration
Alsubhi, A. & Renaut, R. A., 2025, (Accepted/In press) In: Numerical Algorithms.
Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations
Fast ℓ₁ -regularized EEG source localization using variable projection
Michael Solomon, J., Anne Renaut, R. & Chung, M., Jun 30 2025, In: Inverse Problems. 41, 6, 065014.
Research output: Contribution to journal › Article › peer-review

Open Access
A variable projection method for large-scale inverse problems with ℓ¹ regularization
Chung, M. & Renaut, R. A., Oct 2023, In: Applied Numerical Mathematics. 192, p. 297-318 22 p.
Research output: Contribution to journal › Article › peer-review
7 Link opens in a new tab Scopus citations
Efficiently Implementing and Balancing the Mixed L_p-Norm Joint Inversion of Gravity and Magnetic Data
Vatankhah, S., Huang, X., Renaut, R. A., Mickus, K., Kabirzadeh, H. & Lin, J., 2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, 5614917.
Research output: Contribution to journal › Article › peer-review
11 Link opens in a new tab Scopus citations

Collaborative Research: Randomized Numerical Linear Algebra forLarge Scale (joint) Inversion, Sparse PCA, and Applications
Renaut, R. (PI)
National Science Foundation (NSF)
8/1/22 → 7/31/25
Project: Research project
Approximate singular value expansions and solutions of ill-posed problems
Renaut, R. (PI)
National Science Foundation (NSF)
7/1/19 → 6/30/23
Project: Research project
Intergovernmental Personnel Act (IPA) Assignment
Renaut, R. (PI)
National Science Foundation (NSF)
9/22/14 → 9/21/17
Project: Research project
Collaborative Research: Computational techniques for nonlinear joint inversion
Renaut, R. (PI)
National Science Foundation (NSF)
7/1/14 → 9/30/18
Project: Research project
International Conference on High Order and Spectral Methods Participant costs:2014
Renaut, R. (CoI) & Platte, R. (CoI)
DOD-NAVY: Office of Naval Research (ONR)
6/15/14 → 9/1/15
Project: Research project

Rosemary Renaut

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Collaborations and top research areas from the last five years

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Efficient decomposition-based algorithms for ℓ₁-regularized inverse problems with column-orthogonal and Kronecker product matrices

Enlarged GKB and RSVD for KP approximations illustrated for mixed precision ℓ1 image restoration

Fast ℓ₁ -regularized EEG source localization using variable projection

A variable projection method for large-scale inverse problems with ℓ¹ regularization

Efficiently Implementing and Balancing the Mixed L_p-Norm Joint Inversion of Gravity and Magnetic Data

Collaborative Research: Randomized Numerical Linear Algebra forLarge Scale (joint) Inversion, Sparse PCA, and Applications

Approximate singular value expansions and solutions of ill-posed problems

Intergovernmental Personnel Act (IPA) Assignment

Collaborative Research: Computational techniques for nonlinear joint inversion

International Conference on High Order and Spectral Methods Participant costs:2014

Rosemary Renaut

Personal profile

Fingerprint

Collaborations and top research areas from the last five years

Research output

Projects