Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation.
Richard GaoMichael DeistlerJakob H. MackePublished in: CoRR (2023)
Keyphrases
- bayesian inference
- cost estimation
- query optimization
- software cost estimation
- probabilistic model
- software development
- prior information
- software projects
- hierarchical bayesian
- particle filter
- data sets
- case study
- expectation propagation
- learning algorithm
- databases
- source code
- relational databases
- database systems
- cost model
- artificial intelligence