robust mean estimation

Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination ICML 2025 Beyond Catoni: Sharper Rates for Heavy-Tailed and Robust Mean Estimation COLT 2024 Exact Policy Recovery in Offline RL with Both Heavy-Tailed Rewards and Data Corruption AAAI 2024 Byzantine-Robust Online and Offline Distributed Reinforcement Learning AISTATS 2023 Efficient median of means estimator COLT 2023 Robust Mean Estimation Without Moments for Symmetric Distributions NeurIPS 2023 List-Decodable Sparse Mean Estimation NeurIPS 2022 Byzantine-Resilient High-Dimensional SGD with Local Iterations on Heterogeneous Data ICML 2021 No-Regret Reinforcement Learning with Heavy-Tailed Rewards AISTATS 2021 Robust Learning of Fixed-Structure Bayesian Networks in Nearly-Linear Time ICLR 2021 A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates COLT 2020 High-dimensional Robust Mean Estimation via Gradient Descent ICML 2020 On Minimax Optimality of GANs for Robust Mean Estimation AISTATS 2020 Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection NeurIPS 2019