A Provably Convergent and Practical Algorithm for Min-max Optimization with Applications to GANs.
Oren MangoubiSushant SachdevaNisheeth K. VishnoiPublished in: CoRR (2020)
Keyphrases
- min max
- provably convergent
- max min
- optimization algorithm
- learning algorithm
- dynamic programming
- worst case
- computationally demanding
- optimization method
- computational complexity
- optimization model
- optimization process
- search space
- experimental evaluation
- high accuracy
- preprocessing
- k means
- real world
- improved algorithm
- times faster
- simulated annealing
- neural network
- computational cost
- np hard
- significant improvement
- computationally efficient
- optimization problems
- combinatorial optimization
- optimal solution
- image sequences
- decision trees
- evolutionary algorithm