Min-Max Optimization without Gradients: Convergence and Applications to Adversarial ML.
Sijia LiuSongtao LuXiangyi ChenYao FengKaidi XuAbdullah Al-DujailiMingyi HongUna-May O'ReillyPublished in: CoRR (2019)
Keyphrases
- min max
- max min
- multiobjective optimization
- evolutionary multiobjective
- maximum likelihood
- optimization algorithm
- global convergence
- quasi newton
- optimization method
- multi objective evolutionary algorithms
- convergence rate
- global optimum
- optimization process
- neural network
- optimization problems
- faster convergence
- line search
- stationary points
- optimization model
- evolution strategy
- mathematical programming
- optimization methods
- multi agent