Roman Vershynin
University of California, Irvine
H-index: 52
North America-United States
Top articles of Roman Vershynin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
PrivStream: An Algorithm for Streaming Differentially Private Data | arXiv preprint arXiv:2401.14577 | Girish Kumar Thomas Strohmer Roman Vershynin | 2024/1/26 |
Metric geometry of the privacy-utility tradeoff | arXiv preprint arXiv:2405.00329 | March Boedihardjo Thomas Strohmer Roman Vershynin | 2024/5/1 |
Are most Boolean functions determined by low frequencies? | arXiv preprint arXiv:2401.13143 | Roman Vershynin | 2024/1/23 |
Private measures, random walks, and synthetic data | Probability Theory and Related Fields | March Boedihardjo Thomas Strohmer Roman Vershynin | 2024/4/20 |
An algorithm for streaming differentially private data | arXiv preprint arXiv:2401.14577 | Girish Kumar Thomas Strohmer Roman Vershynin | 2024 |
Online Differentially Private Synthetic Data Generation | arXiv preprint arXiv:2402.08012 | Yiyun He Roman Vershynin Yizhe Zhu | 2024/2/12 |
Hamiltonicity of Sparse Pseudorandom Graphs | arXiv preprint arXiv:2402.06177 | Asaf Ferber Jie Han Dingjia Mao Roman Vershynin | 2024/2/9 |
Covariance’s loss is privacy’s gain: Computationally efficient, private and accurate synthetic data | Foundations of Computational Mathematics | March Boedihardjo Thomas Strohmer Roman Vershynin | 2024/2 |
Online stochastic gradient descent with arbitrary initialization solves non-smooth, non-convex phase retrieval | Journal of Machine Learning Research | Yan Shuo Tan Roman Vershynin | 2023 |
Algorithmically effective differentially private synthetic data | Yiyun He Roman Vershynin Yizhe Zhu | 2023 | |
The quarks of attention: Structure and capacity of neural attention building blocks | Artificial Intelligence | Pierre Baldi Roman Vershynin | 2023/6/1 |
Differentially private low-dimensional representation of high-dimensional data | arXiv preprint arXiv:2305.17148 | Yiyun He Thomas Strohmer Roman Vershynin Yizhe Zhu | 2023/5/26 |
AVIDA: An alternating method for visualizing and integrating data | Journal of Computational Science | Kathryn Dover Zixuan Cang Anna Ma Qing Nie Roman Vershynin | 2023/4/1 |
Covering the hypercube, the uncertainty principle, and an interpolation formula | arXiv preprint arXiv:2310.13277 | Paata Ivanisvili Ohad Klein Roman Vershynin | 2023/10/20 |
Covariance loss, Szemeredi regularity, and differential privacy | arXiv preprint arXiv:2301.02705 | March Boedihardjo Thomas Strohmer Roman Vershynin | 2023/1/6 |
Differentially Private Low-dimensional Synthetic Data from High-dimensional Datasets | Yiyun He Thomas Strohmer Roman Vershynin Yizhe Zhu | 2023/10/13 | |
Privacy of synthetic data: A statistical framework | IEEE Transactions on information theory | March Boedihardjo Thomas Strohmer Roman Vershynin | 2022/10/25 |
Foundations of Attention Mechanisms in Deep Neural Network Architectures | Pierre Baldi Roman Vershynin | 2022/10/21 | |
The quarks of attention | arXiv preprint arXiv:2202.08371 | Pierre Baldi Roman Vershynin | 2022/2/15 |
Private sampling: a noiseless approach for generating differentially private synthetic data | SIAM Journal on Mathematics of Data Science | March Boedihardjo Thomas Strohmer Roman Vershynin | 2022 |
Co-Authors
