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stat.ML2023
The Adaptive -Lasso: Robustness and Oracle Properties
Emadaldin Mozafari-Majd, Visa Koivunen
This paper introduces a new regularized version of the robust -regression estimator for analyzing high-dimensional datasets subject to gross contamination in the response variab…
stat.ML2022★ 4 cited
Two-Stage Robust and Sparse Distributed Statistical Inference for Large-Scale Data
Emadaldin Mozafari-Majd, Visa Koivunen
In this paper, we address the problem of conducting statistical inference in settings involving large-scale data that may be high-dimensional and contaminated by outliers. The high…