Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers

Tommaso d'Orsi, Chih-Hung Liu, Rajai Nasser +3

We develop machinery to design efficiently computable and consistent estimators, achieving estimation error approaching zero as the number of observations grows, when facing an obl…