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Dive into the research topics where Elizaveta Rebrova is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Active
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Outliers are not what they seem: building data-aware, flexible, and robust randomized iterative methods
Rebrova, E. (PI)
NSF - National Science Foundation
7/1/23 → 6/30/26
Project: Research project
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Error dynamics of mini-batch gradient descent with random reshuffling for least squares regression
Lok, J., Sonthalia, R. & Rebrova, E., 2025, In: Proceedings of Machine Learning Research. 272, p. 736-770 35 p.Research output: Contribution to journal › Conference article › peer-review
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A subspace constrained randomized Kaczmarz method for structure or external knowledge exploitation
Lok, J. & Rebrova, E., Oct 1 2024, In: Linear Algebra and Its Applications. 698, p. 220-260 41 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Sparseness-constrained nonnegative tensor factorization for detecting topics at different time scales
Kassab, L., Kryshchenko, A., Lyu, H., Molitor, D., Needell, D., Rebrova, E. & Yuan, J., 2024, In: Frontiers in Applied Mathematics and Statistics. 10, 1287074.Research output: Contribution to journal › Article › peer-review
Open Access -
Modewise operators, the tensor restricted isometry property, and low-rank tensor recovery
Haselby, C. A., Iwen, M. A., Needell, D., Perlmutter, M. & Rebrova, E., Sep 2023, In: Applied and Computational Harmonic Analysis. 66, p. 161-192 32 p.Research output: Contribution to journal › Article › peer-review
Open Access -
On block accelerations of quantile randomized Kaczmarz for corrupted systems of linear equations
Cheng, L., Jarman, B., Needell, D. & Rebrova, E., Feb 2023, In: Inverse Problems. 39, 2, 024002.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations