most citedAlgorithmically Effective Differentially Private Synthetic Data

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2023

Spectral gap-based deterministic tensor completion

Kameron Decker Harris, Oscar López, Angus Read +1

Tensor completion is a core machine learning algorithm used in recommender systems and other domains with missing data. While the matrix case is well-understood, theoretical result…

cs.DS2023★ 3 cited

Algorithmically Effective Differentially Private Synthetic Data

Yiyun He, Roman Vershynin, Yizhe Zhu

We present a highly effective algorithmic approach for generating -differentially private synthetic data in a bounded metric space with near-optimal utility guarantees…