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20232026
most citedFundamental computational limits of weak learnability in high-dimensional multi-index models

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math.ST2023

High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality

Urte Adomaityte, Leonardo Defilippis, Bruno Loureiro +1

We investigate the high-dimensional properties of robust regression estimators in the presence of heavy-tailed contamination of both the covariates and response functions. In parti…