Zeroth-order stochastic projected gradient descent for nonconvex optimization

Keyphrases

• Gradient Projection 100%
• Nonconvex Optimization 100%
• Zeroth-order 100%
• Convergence Rate 60%
• Random Directions 40%
• Uniform Distribution 20%
• Nonsmooth Optimization 20%
• Statistical Properties 20%
• Constrained Convex Optimization 20%
• Number of Iterations 20%
• Gradient Method 20%
• Optimization Variables 20%
• Gradient Estimator 20%
• Gradient Estimation 20%
• Zeroth-order Algorithm 20%
• Optimization Scenario 20%
• Objective Function Value 20%

Mathematics

• Stochastic Order 100%
• Convergence Rate 60%
• Uniform Distribution 20%
• Function Value 20%
• Objective Function 20%
• Nonsmooth Optimization 20%
• Statistical Property 20%