Personalized Collaborative Learning with Affinity-Based Variance Reduction

Chenyu Zhang, Navid Azizan

Multi-agent learning faces a fundamental tension: leveraging distributed collaboration without sacrificing the personalization needed for diverse agents. This tension intensifies w…