Distributed Gradient Methods for Convex Machine Learning Problems in Networks: Distributed Optimization

Mathematics

• Distributed Optimization 100%
• Network Optimization 95%
• Gradient Method 72%
• Machine Learning 71%
• Distributed Algorithms 21%
• Objective function 20%
• Local Connectivity 12%
• Communication Networks 9%
• Update 7%
• Communication 7%
• Knowledge 6%
• Gradient 6%
• Form 3%

Engineering & Materials Science

• Gradient methods 78%
• Machine learning 47%
• Parallel algorithms 15%
• Telecommunication networks 7%
• Communication 4%