hIPPYlib-MUQ: A Bayesian Inference Software Framework for Integration of Data with Complex Predictive Models under Uncertainty.
Ki-Tae KimUmberto VillaMatthew D. ParnoYoussef M. MarzoukOmar GhattasNoemi PetraPublished in: ACM Trans. Math. Softw. (2023)
Keyphrases
- bayesian inference
- probabilistic model
- statistical inference
- data sets
- bayesian models
- hidden variables
- predictive model
- prior information
- uncertain data
- model selection
- training data
- bayesian framework
- computer systems
- historical data
- prior distribution
- inference process
- machine learning
- statistical models
- statistical methods
- regression model
- software development
- probability distribution
- variational inference