SUCAG: Stochastic Unbiased Curvature-aided Gradient Method for Distributed Optimization

Mathematics

• Distributed Optimization 100%
• Stochastic Gradient 85%
• Gradient Method 72%
• Curvature 50%
• Linear Convergence 30%
• Gradient 29%
• Convergence Rate 21%
• Gossiping 20%
• Graph in graph theory 17%
• Models of Computation 16%
• Initialization 16%
• Asymptotic Convergence 15%
• Stochastic Methods 14%
• Accelerate 14%
• Condition number 13%
• Communication 11%
• Random walk 11%
• Optimal Solution 11%
• Strictly 9%
• Optimization Problem 9%
• Topology 9%
• Dependent 8%
• Numerical Results 8%
• Demonstrate 7%

Engineering & Materials Science

• Gradient methods 78%
• Information use 24%
• Topology 14%
• Communication 10%