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robust linear regression

8 papers

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Co-occurring keywords

robust regression (79) linear regression (282) outlier detection (319) mahalanobis attack (1) feature-dependent learning rate (1) sparsity structure (4) lasso regularization (11) gaussian matrix (3) huber loss (14) adversarial risk (16)

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