Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization.
Quanqi HuDixian ZhuTianbao YangPublished in: CoRR (2023)
Keyphrases
- quasiconvex
- optimization problems
- discrete optimization
- weighted sum
- optimization process
- objective function
- finite number
- global optimization
- convex optimization
- semidefinite
- minimize a cost function
- risk minimization
- particle swarm optimization
- convex relaxation
- piecewise linear
- optimization algorithm
- optimization methods
- constrained optimization
- quadratic program
- combinatorial optimization
- efficient optimization
- semi definite programming
- genetic algorithm
- strictly convex