Bruce Huang

ADEPT: Hierarchical Bayes Approach to Personalized Federated Unsupervised Learning

Statistical heterogeneity of clients' local data is an important characteristic in federated learning, motivating personalized algorithms tailored to local data statistics. Though there has been a plethora of algorithms proposed for personalized supervised learning, discovering the structure of loca…