most citedTwo-Stage Robust and Sparse Distributed Statistical Inference for Large-Scale Data

4 citations · 4 across the 2 of their papers we have counts for

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2 papers

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…