Variational Item Response Theory: Fast, Accurate, and Expressive

Wu Mike
Wu Mike
Davis Richard L.
Davis Richard L.
Domingue Benjamin W.
Domingue Benjamin W.

EDM, 2020.

Cited by: 1|Bibtex|Views36
EI
Other Links: arxiv.org|dblp.uni-trier.de|academic.microsoft.com

Abstract:

Item Response Theory is a ubiquitous algorithm used around the world to understand humans based on their responses to questions in fields as diverse as education, medicine and psychology. However, for medium to large datasets, contemporary solutions pose a tradeoff: either have bayesian, interpretable, accurate estimates or have fast co...More

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