A simulation platform for auction-based federated learning

• المؤلف الرئيسي: Tang, Daryl Jun Da
• مؤلفون آخرون: Yu Han
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Auction-based federated learning; Simulation platform
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181267
• المؤسسة: 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...