High-dimensional/Non-parametric Statistics

Publications

. Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP. Journal of Machine Learning Research W&CP, vol.70 (ICML), 1780-1788, 2017.

Preprint PDF Project Project

. Geometric Inference for General High-Dimensional Linear Inverse Problems. The Annals of Statistics, vol.44, no.4, 1536-1563, 2016.

Preprint PDF Project