Randomized Primal–Dual Proximal Block Coordinate Updates

Mathematics

• Multiblock 100%
• Update 67%
• Method of multipliers 61%
• Alternating Direction Method 59%
• Convergence Rate 58%
• Updating 50%
• Convex Optimization 48%
• Convexity 38%
• Rate of Convergence 35%
• Primal-dual Method 32%
• Stochastic Programming 29%
• Optimization Model 28%
• Subgradient 27%
• Saddle Point Problems 27%
• Stochastic Approximation 26%
• Framework 26%
• Randomisation 25%
• Linear Constraints 24%
• Order of Convergence 23%
• Exceed 21%
• Convergence Properties 21%
• Objective function 19%
• Boundedness 18%
• Converge 14%

Business & Economics

• Convex Optimization 65%
• Convexity 52%
• Stochastic Approximation 33%
• Saddlepoint 31%
• Randomization 28%
• Stochastic Programming 26%
• Violations 22%
• Objective Function 21%

Engineering & Materials Science

• Convex optimization 73%
• Stochastic programming 45%