Ananda Theertha Suresh

Three Approaches for Personalization with Applications to Federated Learning

2020 · arXiv (Cornell University)

The standard objective in machine learning is to train a single model for all users. However, in many learning scenarios, such as cloud computing and federated learning, it is possible to learn a personalized model …