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cs.LG2023
Bayesian Beta-Bernoulli Process Sparse Coding with Deep Neural Networks
Arunesh Mittal, Kai Yang, Paul Sajda +1
Several approximate inference methods have been proposed for deep discrete latent variable models. However, non-parametric methods which have previously been successfully employed…
cs.LG2021★ 1 cited
Improving Prediction of Cognitive Performance using Deep Neural Networks in Sparse Data
Sharath Koorathota, Arunesh Mittal, Richard P. Sloan +1
Cognition in midlife is an important predictor of age-related mental decline and statistical models that predict cognitive performance can be useful for predicting decline. However…