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robust linear regression

8 papers

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Co-occurring keywords · papers mentioning both

robust regression (5) linear regression (2) outlier detection (2) mahalanobis attack (1) feature-dependent learning rate (1) interior point method (1) sparsity structure (1) lasso regularization (1) computational hardness (1) gaussian matrix (1)

Papers

Stochastic Interior-Point Methods for Smooth Conic Optimization with Applications JMLR 2025 Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers AISTATS 2024 Robust Linear Regression: Gradient-descent, Early-stopping, and Beyond AISTATS 2023 Hardness and Algorithms for Robust and Sparse Optimization ICML 2022 On the well-spread property and its relation to linear regression COLT 2022 Consistent regression when oblivious outliers overwhelm ICML 2021 A Unified Robust Regression Model for Lasso-like Algorithms ICML 2013 Least Soft-Threshold Squares Tracking CVPR 2013