Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity.
Junchi YangAntonio OrvietoAurélien LucchiNiao HePublished in: CoRR (2021)
Keyphrases
- discrete optimization
- computationally efficient
- optimization problems
- global optimization
- orders of magnitude
- computational cost
- combinatorial optimization
- worst case
- learning algorithm
- computationally demanding
- recently developed
- benchmark datasets
- significant improvement
- computational complexity
- optimization algorithm
- multi objective
- computationally expensive
- data structure
- optimization methods
- graph theory
- highly efficient
- optimization process
- constrained optimization
- database systems
- stochastic search
- neural network
- efficient optimization