Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity.
Junchi YangAntonio OrvietoAurélien LucchiNiao HePublished in: AISTATS (2022)
Keyphrases
- optimization problems
- discrete optimization
- orders of magnitude
- computational complexity
- computational cost
- theoretical analysis
- approximately optimal
- recently developed
- global optimization
- computationally expensive
- worst case
- data structure
- neural network
- machine learning algorithms
- optimization algorithm
- combinatorial optimization
- optimization methods
- stochastic search
- stochastic gradient
- data sets