Identifying Heterogeneity in Distributed Learning

Zelin Xiao, Jia Gu, Song Xi Chen

We study methods for identifying heterogeneous parameter components in distributed M-estimation with minimal data transmission. One is based on a re-normalized Wald test, which is…