Rohit Parasnis

Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees

Federated Learning with Dynamic Client Arrival and Departure: Convergence and Rapid Adaptation via Initial Model Construction

Sporadicity in Decentralized Federated Learning: Theory and Algorithm