Part of Advances in Neural Information Processing Systems 33 (NeurIPS 2020)
Scott Pesme, Nicolas Flammarion
We consider the robust linear regression problem in the online setting where we have access to the data in a streaming manner, one data point after the other. More specifically, for a true parameter $ \theta^* $, we consider the corrupted Gaussian linear model $y =