Learning with Shared Representations: Statistical Rates and Efficient Algorithms

Xiaochun Niu, Lili Su, Jiaming Xu +1

Collaborative learning through latent shared feature representations enables heterogeneous clients to train personalized models with improved performance and reduced sample complex…