Efficient multifidelity likelihood-free Bayesian inference with adaptive computational resource allocation.
Thomas P. PrescottDavid J. WarneRuth E. BakerPublished in: J. Comput. Phys. (2024)
Keyphrases
- resource allocation
- bayesian inference
- probabilistic model
- resource allocation problems
- resource management
- prior information
- power allocation
- allocation strategies
- bayesian model
- hierarchical bayesian
- optimal resource allocation
- dynamic resource allocation
- allocation problems
- resource consumption
- combinatorial auctions
- particle filter
- scarce resources
- distributed resource allocation
- resource allocation and scheduling
- variational inference
- resource availability
- machine learning
- maximum likelihood
- reinforcement learning