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Estimation of multidimensional item response theory models with correlated latent variables using variational autoencoders

Geoffrey Converse, Mariana Cúri, Suely Oliveira, Jonathan Templin

2021Machine Learning19 citationsDOIOpen Access PDF

Topics & Concepts

Latent variableComputer scienceArtificial intelligenceCovarianceCovariance matrixMachine learningExpectation–maximization algorithmArtificial neural networkProbabilistic latent semantic analysisPattern recognition (psychology)MathematicsStatisticsAlgorithmMaximum likelihoodModel Reduction and Neural NetworksExplainable Artificial Intelligence (XAI)Topic Modeling
Estimation of multidimensional item response theory models with correlated latent variables using variational autoencoders | Litcius