Tutorial: "Advances in federated optimization: Efficiency, resiliency, and privacy"

• Main Authors: CHI, Yuejie, LI, Zhize
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8717
• Institution: Singapore Management University

Rationale for the tutorial: The proliferation of multi-agent environments in emerging applications such as internet-of-things (IoT), networked sensing, and autonomous systems leads to a flurry of activities on developing federated and decentralized optimization algorithms for training predictive mod...