Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization.
Aniket DasBernhard SchölkopfMichael MuehlebachPublished in: CoRR (2022)
Keyphrases
- global optimization
- constrained optimization
- optimization algorithm
- adaptive sampling
- weighted sum
- optimization problems
- optimization method
- objective function
- optimization model
- optimization methods
- upper bound
- combinatorial optimization
- image reconstruction
- random sampling
- optimization process
- finite number
- particle swarm optimization
- active learning
- sampling strategy
- neural network
- sampling strategies
- square error