Learning High-dimensional Gaussians from Censored DataInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean
Estimation and Linear RegressionNeural Information Processing Systems (NeurIPS), 2023 |
A Combinatorial Approach to Robust PCAInformation Technology Convergence and Services (ITCS), 2023 |
Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCAInternational Conference on Machine Learning (ICML), 2023 |
Byzantine-Resilient Federated Learning at EdgeIEEE transactions on computers (IEEE Trans. Comput.), 2023 |