ACCELERATED FIRST-ORDER METHODS FOR CONVEX OPTIMIZATION WITH LOCALLY LIPSCHITZ CONTINUOUS GRADIENT

Keyphrases

• Convex Optimization 100%
• Lipschitz Continuous Gradient 100%
• Accelerated First-order Methods 100%
• Locally Lipschitz Continuous 100%
• Accelerated Proximal Gradient Method 50%
• Parameter-free 33%
• Convex Optimization Problem 33%
• Termination Criterion 33%
• Operation Complexity 33%
• Strongly Convex Optimization 33%
• Proximal Augmented Lagrangian Method 33%
• First-order 16%
• Numerical Results 16%
• Convexity 16%
• Constrained Convex Optimization 16%
• Complexity Results 16%
• Complexity Guarantees 16%
• Unconstrained Convex Optimization 16%

Mathematics

• Lagrangian 100%
• Free Parameter 100%
• Residuals 50%
• Subproblem 50%