Xidong Wu

Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining

2023 · arXiv (Cornell University)

Multi-party collaborative training, such as distributed learning and federated learning, is used to address the big data challenges. However, traditional multi-party collaborative training algorithms were mainly designed for balanced data mining tasks and are intended …