Accelerating inexact successive quadratic approximation for regularized optimization through manifold identification.
Ching-pei LeePublished in: Math. Program. (2023)
Keyphrases
- objective function
- risk minimization
- pairwise
- optimization problems
- approximation error
- sequential quadratic programming
- global optimization
- least squares
- manifold learning
- optimization algorithm
- combinatorial optimization
- optimization methods
- efficient computation
- semidefinite
- semi supervised learning
- quadratic program
- evolutionary algorithm
- stochastic gradient
- globally convergent
- feature space