Approximate Bayesian Computation with Domain Expert in the Loop.
Ayush BhartiLouis FilstroffSamuel KaskiPublished in: ICML (2022)
Keyphrases
- domain experts
- domain knowledge
- knowledge acquisition
- domain specific
- expert knowledge
- efficient computation
- human experts
- knowledge elicitation
- knowledge base
- exact computation
- knowledge engineering
- bayesian networks
- posterior probability
- semi automatically
- clinical data
- real world
- data sets
- maximum likelihood
- knowledge discovery
- domain ontology
- training data
- learning algorithm
- machine learning