Efficient multi-objective peer-to-peer federated learning

• Main Author: Pok, Jin Hwee
• Other Authors: Anupam Chattopadhyay
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/165873
• Institution: Nanyang Technological University

Machine learning (ML) had proliferated in recent years, leading to higher scrutiny of how the training dataset is collated from multiple sources. Due to privacy concerns, Federated Learning is implemented to ensure that users’ privacy is not violated in the process of using their data for ML model...