Byzantine-tolerant distributed learning of finite mixture models under partial corruptions

Yimei Zhang, Jiahua Chen, Xiaozhou Wang +2

Finite mixture models characterize heterogeneous populations and are increasingly fitted to distributed data using split-and-conquer procedures that aggregate local mixture estimat…