Preprints:

12. Lower Memory Oblivious (Tensor) Subspace Embeddings with Fewer Random Bits: Modewise Methods for Least Squares
... M. Iwen, D. Needell, E. Rebrova, A. Zare
... arXiv:1912.08294

Journal papers:

11. On block Gaussian sketching for the Kaczmarz method
... E. Rebrova, D. Needell
... Numerical algorithms, to appear, or arXiv:1905.08894
10. Constructive local regularization of the operator norm of random matrices
... E. Rebrova
... J. Theor. Probab. (2019), or arXiv:1809.03926
9. Norms of random matrices: local and global problems
... E. Rebrova, R. Vershynin
... Advances in Mathematics, Vol. 324, pp 40–83 (2018), or arXiv:1608.06953
8. Coverings of random ellipsoids, and invertibility of matrices with i.i.d. heavy-tailed entries
... E. Rebrova, K. Tikhomirov
... Israel J. Math., Vol. 227(2), pp 507-544 (2018), or arXiv:1508.06690

Conference publications:

7. Scalable and Memory-Efficient Kernel Ridge Regression
... G. Chavez, E. Rebrova, Y. Liu, P. Ghysels and X.S.Li
... accepted to 34th IEEE International Parallel and Distributed Processing Symposium (2020)
6. Sketching for Motzkin's iterative method for linear systems
... E. Rebrova, D. Needell
... Proc. 50th Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA (2019), or arXiv:1912.00771
5. New bounds for the block Gaussian sketch and project method
... E. Rebrova, D. Needell
... Proc. Information Theory and Applications, La Jolla CA (2019)
4. A study of clustering techniques and hierarchical matrix formats for kernel ridge regression
... E. Rebrova, G. Chavez, Y. Liu, P. Ghysels and X.S.Li
... ParLearning (2018), or arXiv:1803.10274

PhD Thesis:

3. Spectral Properties of Heavy-Tailed Random Matrices
... E. Rebrova
... University of Michigan (2018), see full text and defense presentation

Pre-PhD publications:

2. Classes of functions of bounded variation on infinite-dimensional domains
... V.I. Bogachev, A.Y. Pilipenko, E. Rebrova
... Doklady Mathematics (Doklady Akademii Nauk), 88(1), pp 391-395 (2013)
1. Functions of bounded variation on infinite-dimensional spaces with measures
... V.I.Bogachev, E. Rebrova
... Doklady Mathematics (Doklady Akademii Nauk), 87(2), pp 144-147 (2013)