Develop and deploy our initial BKB tuning module which refines the BKBs automatically to handle tuning queries, i.e., if you were to hypothesize a certain relationship, how much would the BKB have to change to handle that? This utility extends past simple factor sensitivity. This leverages sensitivity of factors and augments their conditional probabilities to meet ground truth distributions/explores new semantics that cannot be garnered through simple correlational studies.
Develop and deploy our initial BKB tuning module which refines the BKBs automatically to handle tuning queries, i.e., if you were to hypothesize a certain relationship, how much would the BKB have to change to handle that? This utility extends past simple factor sensitivity. This leverages sensitivity of factors and augments their conditional probabilities to meet ground truth distributions/explores new semantics that cannot be garnered through simple correlational studies.
See https://github.com/di2ag/Connections-Hypothesis-Provider-Roadmap/milestone/6 for other open issues.