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sparse mean estimation

7 papers

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Co-occurring keywords · papers mentioning both

outlier detection (3) high-dimensional statistics (3) sparse estimation (3) robust statistics (3) adversarial outlier (2) adversarial corruption (2) robust estimation (2) sparse pca (2) statistical query (2) mean estimation (2)

Papers

A Subquadratic Time Algorithm for Robust Sparse Mean Estimation ICML 2024 List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering NeurIPS 2022 Outlier-Robust Sparse Estimation via Non-Convex Optimization NeurIPS 2022 Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation NeurIPS 2022 Robust Sparse Mean Estimation via Sum of Squares COLT 2022 A Robust Univariate Mean Estimator is All You Need AISTATS 2020 Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering NeurIPS 2019