Practical First-Order Bayesian Optimization Algorithms.
Utkarsh PrakashAryan CholleraKushagra KhatwaniPrabuchandran K. J.Tejas BodasPublished in: CoRR (2023)
Keyphrases
- optimization problems
- efficient optimization
- recently developed
- real world
- combinatorial optimization
- optimization algorithm
- theoretical analysis
- learning algorithm
- computational complexity
- worst case
- approximately optimal
- stochastic search
- global optimization
- computationally efficient
- higher order
- significant improvement
- machine learning algorithms
- data mining algorithms
- times faster
- maximum likelihood
- computational cost
- constrained optimization
- discrete optimization
- computationally demanding
- practical solutions
- search algorithm
- genetic algorithm