Sheshank Shankar

Co-Dream: Collaborative Dream Synthesis over Decentralized Models

Federated Learning (FL) has pioneered the idea of "share wisdom not raw data" to enable collaborative learning over decentralized data. FL achieves this goal by averaging model parameters instead of centralizing data. However, representing "wisdom" in the form of model parameters has its own limitat…