Joint Parameter and Parameterization Inference with Uncertainty Quantification through Differentiable Programming.
Yongquan QuMohamed Aziz BhouriPierre GentinePublished in: CoRR (2024)
Keyphrases
- reasoning under uncertainty
- inference process
- programming language
- objective function
- probabilistic reasoning
- probabilistic inference
- bayesian inference
- development environment
- parameter values
- uncertain data
- bayesian networks
- decision theoretic
- computer programming
- programming environment
- belief networks
- database
- belief functions
- general purpose
- object oriented programming
- inherent uncertainty
- quantitative evaluation
- programming concepts
- input parameters
- hidden markov models
- learning algorithm