A simulation platform for auction-based federated learning

• Main Author: Tang, Daryl Jun Da
• Other Authors: Yu Han
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Auction-based federated learning; Simulation platform
• Online Access: https://hdl.handle.net/10356/181267
• Institution: Nanyang Technological University

Federated learning (FL) is a vast field of research that is concerned with distributed training of machine learning models while adhering to laws governing data privacy. Notwithstanding its benefits over traditional centralised machine learning, FL itself is augmented by methods introducing...