Online Federated Learning over decentralized networks

• Main Author: Zhang, Chi
• Other Authors: Soh Yeng Chai
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/106445; http://hdl.handle.net/10220/47928
• Institution: Nanyang Technological University

Online Federated Learning refers to the online optimization that is distributed over a decentralized network while still seek for training high-quality models. It allows each node to perform local operation and only contacts with its immediate neighbors, liberating it from the control of the `master...