Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation.
Sebastian E. AmentCarla P. GomesPublished in: ICML (2022)
Keyphrases
- higher order
- data driven
- global optimization
- bayesian learning
- optimization process
- optimization algorithm
- semi automatic
- real time
- optimization method
- bayesian decision
- quantifier elimination
- efficient optimization
- discrete optimization
- first order logic
- maximum likelihood
- optimization problems
- fully automatic
- combinatorial optimization
- posterior probability
- optimization methods
- lightweight
- optimization model
- web scale
- evolutionary algorithm
- bayesian analysis
- decision trees
- information retrieval