Amortized Bayesian Optimization over Discrete Spaces.
Kevin SwerskyYulia RubanovaDavid DohanKevin MurphyPublished in: UAI (2020)
Keyphrases
- optimization process
- optimization algorithm
- worst case
- optimization problems
- global optimization
- data sets
- optimization method
- bayesian decision
- efficient optimization
- discrete optimization
- constrained optimization
- bayesian inference
- special case
- database
- database management systems
- decision theory
- information systems
- neural network
- monte carlo sampling
- real time