Vershynin, Roman

6 publications

COLT 2023 Algorithmically Effective Differentially Private Synthetic Data Yiyun He, Roman Vershynin, Yizhe Zhu

JMLR 2023 Online Stochastic Gradient Descent with Arbitrary Initialization Solves Non-Smooth, Non-Convex Phase Retrieval Yan Shuo Tan, Roman Vershynin

NeurIPSW 2022 Foundations of Attention Mechanisms in Deep Neural Network Architectures Pierre Baldi, Roman Vershynin

NeurIPS 2018 On Neuronal Capacity Pierre Baldi, Roman Vershynin

COLT 2018 Polynomial Time and Sample Complexity for Non-Gaussian Component Analysis: Spectral Methods Yan Shuo Tan, Roman Vershynin

COLT 2002 Entropy, Combinatorial Dimensions and Random Averages Shahar Mendelson, Roman Vershynin