Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency.
Sudeep SalgiaSattar VakiliQing ZhaoPublished in: CoRR (2023)
Keyphrases
- computational efficiency
- efficient computation
- computationally efficient
- solution quality
- optimization algorithm
- joint optimization
- optimal design
- optimization process
- closed form
- genetic algorithm
- neural network
- online learning
- optimization problems
- computational complexity
- evolutionary algorithm
- optimal solution
- objective function
- optimal selection
- approximately optimal