Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification

Saptarshi Chakraborty, Debolina Paul, Swagatam Das

The problem of linear predictions has been extensively studied for the past century under pretty generalized frameworks. Recent advances in the robust statistics literature allow u…