Multi-arm bandit-led clustering in federated learning

• 主要作者: Zhao, Joe Chen Xuan
• 其他作者: Anupam Chattopadhyay
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Multi-arm bandits
• 在線閱讀: https://hdl.handle.net/10356/175424
• 機構: 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...