Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization.
Guodong ZhangYuanhao WangLaurent LessardRoger B. GrossePublished in: AISTATS (2022)
Keyphrases
- optimization algorithm
- cost function
- evolutionary multiobjective
- quasi newton
- optimization problems
- faster convergence
- optimization process
- stochastic gradient descent
- global optimization
- global convergence
- objective function
- convergence rate
- convergence speed
- update rule
- globally convergent
- optimization methods
- discrete optimization
- optimization method
- evolutionary algorithm
- faster convergence rate
- neural network