Heterogeneous Model Reuse via Optimizing Multiparty Multiclass Margin

Xi-Zhu Wu, Song Liu, Zhi-Hua Zhou

Abstract: Nowadays, many problems require learning a model from data owned by different participants who are restricted to share their examples due to privacy concerns, which is referred to as multiparty lea...