A Bayesian framework for functional calibration of expensive computational models through non-isometric matching.
Babak FarmaneshArash PourhabibBalabhaskar BalasundaramAustin BuchananPublished in: IISE Trans. (2021)
Keyphrases
- bayesian framework
- computational models
- computational model
- prior knowledge
- generative model
- cognitive modelling
- language acquisition
- cognitive processes
- posterior probability
- camera calibration
- matching algorithm
- image matching
- bayesian model
- gaussian process
- posterior distribution
- expectation maximization
- computational modeling
- bayesian formulation
- bayesian methods
- cognitive architecture
- prior distribution
- cognitive modeling
- human cognition
- maximum a posteriori
- euclidean space
- high quality
- shape matching
- probability density function
- probabilistic model