Statistical Inference for Ultrahigh Dimensional Location Parameter Based on Spatial Median

Guanghui Cheng, Liuhua Peng, Changliang Zou

Motivated by the widely used geometric median-of-means estimator in machine learning, this paper studies statistical inference for ultrahigh dimensionality location parameter based…