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Elizaveta Rebrova
Elizaveta Rebrova
Princeton ORFE
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
Coverings of random ellipsoids, and invertibility of matrices with iid heavy-tailed entries
E Rebrova, K Tikhomirov
Israel Journal of Mathematics 227, 507-544, 2018
412018
On block Gaussian sketching for the Kaczmarz method
E Rebrova, D Needell
Numerical Algorithms 86, 443-473, 2021
332021
Quantile-based iterative methods for corrupted systems of linear equations
J Haddock, D Needell, E Rebrova, W Swartworth
SIAM Journal on Matrix Analysis and Applications 43 (2), 605-637, 2022
312022
Lower memory oblivious (tensor) subspace embeddings with fewer random bits: modewise methods for least squares
MA Iwen, D Needell, E Rebrova, A Zare
SIAM Journal on Matrix Analysis and Applications 42 (1), 376-416, 2021
302021
A study of clustering techniques and hierarchical matrix formats for kernel ridge regression
E Rebrova, G Chávez, Y Liu, P Ghysels, XS Li
2018 IEEE international parallel and distributed processing symposium …, 2018
292018
A parallel hierarchical blocked adaptive cross approximation algorithm
Y Liu, W Sid-Lakhdar, E Rebrova, P Ghysels, XS Li
The International Journal of High Performance Computing Applications 34 (4 …, 2020
222020
Norms of random matrices: local and global problems
E Rebrova, R Vershynin
Advances in Mathematics 324, 40-83, 2018
222018
Scalable and memory-efficient kernel ridge regression
G Chávez, Y Liu, P Ghysels, XS Li, E Rebrova
2020 IEEE International parallel and distributed processing symposium (IPDPS …, 2020
172020
On a guided nonnegative matrix factorization
J Vendrow, J Haddock, E Rebrova, D Needell
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
142021
Sparseness-constrained Nonnegative Tensor Factorization for Detecting Topics at Different Time Scales
L Kassab, A Kryshchenko, H Lyu, D Molitor, D Needell, E Rebrova, ...
arXiv preprint arXiv:2010.01600, 2020
14*2020
Sharp analysis of sketch-and-project methods via a connection to randomized singular value decomposition
M Dereziński, E Rebrova
SIAM Journal on Mathematics of Data Science 6 (1), 127-153, 2024
102024
COVID-19 literature topic-based search via hierarchical NMF
R Grotheer, Y Huang, P Li, E Rebrova, D Needell, L Huang, ...
arXiv preprint arXiv:2009.09074, 2020
102020
Sketching for Motzkin’s iterative method for linear systems
E Rebrova, D Needell
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 271-275, 2019
72019
Constructive regularization of the random matrix norm
E Rebrova
Journal of Theoretical Probability 33 (3), 1768-1790, 2020
52020
Modewise operators, the tensor restricted isometry property, and low-rank tensor recovery
CA Haselby, MA Iwen, D Needell, M Perlmutter, E Rebrova
Applied and Computational Harmonic Analysis 66, 161-192, 2023
4*2023
On block accelerations of quantile randomized Kaczmarz for corrupted systems of linear equations
L Cheng, B Jarman, D Needell, E Rebrova
Inverse Problems 39 (2), 024002, 2022
32022
On Subsampled Quantile Randomized Kaczmarz
J Haddock, A Ma, E Rebrova
2023 59th Annual Allerton Conference on Communication, Control, and …, 2023
22023
Spectral Properties of Heavy-Tailed Random Matrices
E Rebrova
22018
Fast and Low-Memory Compressive Sensing Algorithms for Low Tucker-Rank Tensor Approximation from Streamed Measurements
C Haselby, MA Iwen, D Needell, E Rebrova, W Swartworth
arXiv preprint arXiv:2308.13709, 2023
12023
Analysis of Legal Documents via Non-negative Matrix Factorization Methods
R Budahazy, L Cheng, Y Huang, A Johnson, P Li, J Vendrow, Z Wu, ...
arXiv preprint arXiv:2104.14028, 2021
12021
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