32 citations · 96 across the 21 of their papers we have counts for
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math.ST2020★ 18 cited
Robust regression with covariate filtering: Heavy tails and adversarial contamination
Ankit Pensia, Varun Jog, Po-Ling Loh
We study the problem of linear regression where both covariates and responses are potentially (i) heavy-tailed and (ii) adversarially contaminated. Several computationally efficien…
math.PR2020
Reverse Euclidean and Gaussian isoperimetric inequalities for parallel sets with applications
Varun Jog
The -parallel set of a measurable set is the set of all points whose distance from is at most . In this paper, we show that the surface area of…