Nesterov Acceleration for Equality-Constrained Convex Optimization via Continuously Differentiable Penalty Functions.
Priyank SrivastavaJorge CortésPublished in: CoRR (2021)
Keyphrases
- convex optimization
- penalty functions
- saddle point
- penalty function
- objective function
- primal dual
- constrained optimization
- semidefinite programming
- interior point methods
- interior point
- structured prediction
- total variation
- low rank
- convex relaxation
- genetic algorithm
- convex optimization problems
- norm minimization
- linear programming
- optimization problems
- machine learning
- operator splitting
- loss function
- convex sets
- maximum margin
- model selection
- search space
- optimal solution
- estimation problems
- similarity measure
- feature extraction