Adaptive weighted approach for high-dimensional statistical learning and inference

Jun Lu, Xiaoyu Mao, Mengyao Li +1

We propose a new weighted average estimator for the high dimensional parameters under the distributed learning system, in which the weight assigned to each coordinate is precisely…