On the solution of stochastic optimization and variational problems in imperfect information regimes

Keyphrases

• Monotone 100%
• Imperfect Information 100%
• Convex Set 100%
• Learning Problems 100%
• Variational Problem 100%
• Optimal Rate 100%
• Closed Set 100%
• Strongly Monotone 100%
• Strongly Convex 100%
• Almost Sure Convergence 100%
• Stochastic Optimization Problem 100%
• Information Regimes 100%
• Convergence Property 50%
• Random Variables 50%
• Extra Assumption 50%
• Stochastic Convex Optimization 50%
• Convex Optimization Problem 50%
• Equilibrium Problem 50%
• Stochastic Approximation 50%
• Approximation Scheme 50%
• Numerics 50%
• Efficient Scheme 50%
• Iterative Tikhonov Regularization 50%
• Stochastic Variational Inequality Problem 50%

Mathematics

• Stochastics 100%
• Variational Problem 100%
• Convex Set 40%
• Closed Set 40%
• Strongly Monotone 40%
• Almost Sure Convergence 40%
• Convergence Property 20%
• Equilibrium Problem 20%
• Regularization 20%
• Variational Inequality Problem 20%
• Numerics 20%
• Random Variable 20%