List-decodable Linear Regression

Sushrut Karmalkar, Adam Klivans, Pravesh Kothari

Neural Information Processing Systems 

We give the first polynomial-time algorithm for robust regression in the listdecodable setting where an adversary can corrupt a greater than 1/2 fraction of examples.