High-dimensional/Non-parametric Statistics

Publications

. Just Interpolate: Kernel ''Ridgeless'' Regression Can Generalize. The Annals of Statistics, to appear, 2019.

Preprint PDF Project Project Project

. Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP. International Conference on Machine Learning (ICML), 2017.

Preprint PDF Project Project

. Geometric Inference for General High-Dimensional Linear Inverse Problems. The Annals of Statistics, 2016.

Preprint PDF Project