Consistent regression when oblivious outliers overwhelm
Tommaso d’Orsi * 1 Gleb Novikov * 1 David Steurer * 1
Abstract 1. Introduction
Linear regression is a fundamental task in statistics: given
We consider a robust linear regression model observations (x1, y1 ), . . . , (xn, yn ) ∈ Rd+1 following a linear
y = X β + η, where an adversary oblivious to model yi = hxi, β i + ηi , where β ∈ Rd is the ...


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