Heterogeneity-calibrated Byzantine-robust distributed composite quantile regression

Xiaofei Wu, Jian Qing Shi

We study sparse composite quantile regression (CQR) for distributed data with heterogeneous honest sites and Byzantine workers. Honest sites share a common slope but may differ in…