Roman Vershynin
University of California, Irvine
H-index: 52
North America-United States
Top articles of Roman Vershynin
Metric geometry of the privacy-utility tradeoff
arXiv preprint arXiv:2405.00329
2024/5/1
Roman Vershynin
H-Index: 39
Private measures, random walks, and synthetic data
Probability Theory and Related Fields
2024/4/20
Roman Vershynin
H-Index: 39
Online Differentially Private Synthetic Data Generation
arXiv preprint arXiv:2402.08012
2024/2/12
Roman Vershynin
H-Index: 39
Yizhe Zhu
H-Index: 9
Hamiltonicity of Sparse Pseudorandom Graphs
arXiv preprint arXiv:2402.06177
2024/2/9
Covariance’s loss is privacy’s gain: Computationally efficient, private and accurate synthetic data
Foundations of Computational Mathematics
2024/2
Roman Vershynin
H-Index: 39
PrivStream: An Algorithm for Streaming Differentially Private Data
arXiv preprint arXiv:2401.14577
2024/1/26
Girish Kumar
H-Index: 0
Roman Vershynin
H-Index: 39
Are most Boolean functions determined by low frequencies?
arXiv preprint arXiv:2401.13143
2024/1/23
Roman Vershynin
H-Index: 39
An algorithm for streaming differentially private data
arXiv preprint arXiv:2401.14577
2024
Girish Kumar
H-Index: 0
Roman Vershynin
H-Index: 39
Covering the hypercube, the uncertainty principle, and an interpolation formula
arXiv preprint arXiv:2310.13277
2023/10/20
Paata Ivanisvili
H-Index: 8
Roman Vershynin
H-Index: 39
Differentially Private Low-dimensional Synthetic Data from High-dimensional Datasets
2023/10/13
Roman Vershynin
H-Index: 39
Yizhe Zhu
H-Index: 9
Algorithmically effective differentially private synthetic data
2023
Roman Vershynin
H-Index: 39
Yizhe Zhu
H-Index: 9
The quarks of attention: Structure and capacity of neural attention building blocks
Artificial Intelligence
2023/6/1
Pierre Baldi
H-Index: 75
Roman Vershynin
H-Index: 39
Differentially private low-dimensional representation of high-dimensional data
arXiv preprint arXiv:2305.17148
2023/5/26
Roman Vershynin
H-Index: 39
Yizhe Zhu
H-Index: 9
AVIDA: An alternating method for visualizing and integrating data
Journal of Computational Science
2023/4/1
Covariance loss, Szemeredi regularity, and differential privacy
arXiv preprint arXiv:2301.02705
2023/1/6
Roman Vershynin
H-Index: 39
Online stochastic gradient descent with arbitrary initialization solves non-smooth, non-convex phase retrieval
Journal of Machine Learning Research
2023
Yan Shuo Tan
H-Index: 5
Roman Vershynin
H-Index: 39
Privacy of synthetic data: A statistical framework
IEEE Transactions on information theory
2022/10/25
Roman Vershynin
H-Index: 39
Foundations of Attention Mechanisms in Deep Neural Network Architectures
2022/10/21
Pierre Baldi
H-Index: 75
Roman Vershynin
H-Index: 39
The quarks of attention
arXiv preprint arXiv:2202.08371
2022/2/15
Pierre Baldi
H-Index: 75
Roman Vershynin
H-Index: 39
Private sampling: a noiseless approach for generating differentially private synthetic data
SIAM Journal on Mathematics of Data Science
2022
Roman Vershynin
H-Index: 39
Co-Authors
