 On Differentially Private Subspace Estimation in a Distribution-Free
SettingNeural Information Processing Systems (NeurIPS), 2024 |
 Stability Based Generalization Bounds for Exponential Family Langevin
DynamicsInternational Conference on Machine Learning (ICML), 2022 |
 Private Adaptive Gradient Methods for Convex OptimizationInternational Conference on Machine Learning (ICML), 2021 |
 Large Scale Private Learning via Low-rank ReparametrizationInternational Conference on Machine Learning (ICML), 2021 |
 Do Not Let Privacy Overbill Utility: Gradient Embedding Perturbation for
Private LearningInternational Conference on Learning Representations (ICLR), 2021 |
