Multi-arm bandit-led clustering in federated learning

• Main Author: Zhao, Joe Chen Xuan
• Other Authors: Anupam Chattopadhyay
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Multi-arm bandits
• Online Access: https://hdl.handle.net/10356/175424
• Institution: Nanyang Technological University

Federated Learning (FL) is a machine learning technique that enables the training of models across decentralized devices or nodes, without requiring the raw data to be centrally collected in one location. Instead, the model is trained in a distributed manner across multiple nodes, with each node onl...