Distributed training for multi-layer neural networks by consensus

• المؤلفون الرئيسيون: Liu, Bo, Ding, Zhengtao, Lv, Chen
• مؤلفون آخرون: School of Mechanical and Aerospace Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Mechanical engineering; Engineering::Electrical and electronic engineering; Backpropagation; Consensus
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/161253
• المؤسسة: Nanyang Technological University

Over the past decade, there has been a growing interest in large-scale and privacy-concerned machine learning, especially in the situation where the data cannot be shared due to privacy protection or cannot be centralized due to computational limitations. Parallel computation has been proposed to ci...