The Limits of Min-Max Optimization Algorithms: Convergence to Spurious Non-Critical Sets.
Ya-Ping HsiehPanayotis MertikopoulosVolkan CevherPublished in: ICML (2021)
Keyphrases
- min max
- optimization problems
- max min
- stochastic search
- significant improvement
- theoretical analysis
- data sets
- discrete optimization
- benchmark datasets
- learning algorithm
- optimization algorithm
- optimization methods
- multi objective
- multiobjective optimization
- optimization criteria
- optimization approaches
- stochastic approximation
- efficient optimization
- global convergence
- worst case
- data structure
- genetic algorithm