Federated Minimax Optimization: Improved Convergence Analyses and Algorithms.
Pranay SharmaRohan PandaGauri JoshiPramod K. VarshneyPublished in: CoRR (2022)
Keyphrases
- optimization problems
- worst case
- global convergence
- orders of magnitude
- convergence rate
- significant improvement
- times faster
- global optimization
- quasi newton
- lower bound
- convergence analysis
- iterative algorithms
- combinatorial optimization
- faster convergence rate
- neural network
- stochastic approximation
- optimization method
- benchmark datasets
- computationally efficient
- computational cost
- computational complexity
- data structure
- machine learning