Projects per year
Fingerprint
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.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Active
-
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
-
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
-
Fast and low-memory compressive sensing algorithms for low tucker-rank tensor approximation from streamed measurements
Haselby, C., Iwen, M. A., Needell, D., Rebrova, E. & Swartworth, W., 2025, (Accepted/In press) In: Numerical Algorithms.Research output: Contribution to journal › Article › peer-review
Open Access -
Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems
Dereziński, M., LeJeune, D., Needell, D. & Rebrova, E., 2025, In: Journal of Machine Learning Research. 26Research output: Contribution to journal › Article › peer-review
-
Stochastic Gradient Descent for Streaming Linear and Rectified Linear Systems with Adversarial Corruptions
Jeong, H., Needell, D. & Rebrova, E., 2025, In: SIAM Journal on Mathematics of Data Science. 7, 2, p. 516-541 26 p.Research output: Contribution to journal › Article › peer-review
-
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