Fast and Robust Sparsity Learning over Networks: A Decentralized Surrogate Median Regression Approach

Weidong Liu, Xiaojun Mao, Xin Zhang

Decentralized sparsity learning has attracted a significant amount of attention recently due to its rapidly growing applications. To obtain the robust and sparse estimators, a natu…