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outlier-robust estimation

3 papers

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Co-occurring keywords · papers mentioning both

non-convex optimization (2) robust sparse mean estimation (1) robust sparse pca (1) sparse mean estimation (1) iteratively reweighted least square (1) adversarial outlier (1) generic chaining (1) heavy-tailed distribution (1) concentration inequality (1) sparse linear regression (1)

Papers

Outlier Robust and Sparse Estimation of Linear Regression Coefficients JMLR 2025 On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation CVPR 2023 Outlier-Robust Sparse Estimation via Non-Convex Optimization NeurIPS 2022