## 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)