Samar Fares

Redefining Contributions: Shapley-Driven Federated Learning

2024 · arXiv (Cornell University)

Federated learning (FL) has emerged as a pivotal approach in machine learning, enabling multiple participants to collaboratively train a global model without sharing raw data. While FL finds applications in various domains such as healthcare …