Addressing Label Shift in Distributed Learning via Entropy Regularization

Zhiyuan Wu, Changkyu Choi, Xiangcheng Cao +2

We address the challenge of minimizing true risk in multi-node distributed learning. These systems are frequently exposed to both inter-node and intra-node label shifts, which pres…