Oracle Complexity in Nonsmooth Nonconvex Optimization.
Guy KornowskiOhad ShamirPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- image restoration and reconstruction
- global optimization
- optimization problems
- globally convergent
- nonlinear programming
- variational inequalities
- markov random field
- optimization algorithm
- constrained optimization
- optimization process
- worst case
- mathematical programming
- optimization method
- databases
- database applications
- particle swarm optimization
- augmented lagrangian
- newton method
- computational cost
- computational complexity