Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization.
Ziyi ChenYi ZhouYingbin LiangZhaosong LuPublished in: ICML (2023)
Keyphrases
- global optimization
- optimization problems
- nonlinear programming
- constrained optimization
- database
- efficient optimization
- information systems
- convex functions
- optimization process
- combinatorial optimization
- convex optimization
- image restoration and reconstruction
- discrete optimization
- optimization algorithm
- linear programming
- support vector
- case study
- image processing
- data sets
- real time