Asymptotic optimality in stochastic optimization

Keyphrases

• Stochastic Optimization 100%
• Asymptotic Optimality 100%
• Stochastic Gradient 100%
• Gradient-based 66%
• Nonlinear Constraints 66%
• Statistical Issues 33%
• Optimization Problem 33%
• Online Methods 33%
• Optimal Convergence Rate 33%
• Asymptotically Optimal 33%
• Linear Constraints 33%
• Classical Statistical 33%
• Convex Optimization Problem 33%
• Stochastic Convex Optimization 33%
• Complexity Measures 33%
• Convergence Results 33%
• Convergence Guarantee 33%
• Stochastic Gradient Algorithm 33%
• Local Complexity 33%
• Tilt Stability 33%
• Dual Averaging 33%
• Minimax Theory 33%
• Fully Online 33%
• Finite-time Identification 33%
• Nesterov 33%

Mathematics

• Asymptotics 100%
• Optimality 100%
• Stochastics 100%
• Minimax 16%
• Convergence Result 16%
• Finite Time 16%