MIT EECS, Cambridge, MA 02139
Kristian Georgiev, Samuel Hopkins
differential privacy;robustness;high-dimensional statistics;sparse mean estimation;sum-of-squares method;information-computation gaps;computational complexity of statistics;learning theory
Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation