Bayesian Neural Network Versus Ex-Post Calibration For Prediction Uncertainty. - Satya Borgohain; Klaus Ackermann; Ruben Loaiza-Maya (CoRR, 2022)

Variational Bayes in State Space Models: Inferential and Predictive Accuracy. - David T. Frazier; Ruben Loaiza-Maya; Gael M. Martin (J. Comput. Graph. Stat., 2023)

Implicit Copula Variational Inference. - Michael Stanley Smith; Ruben Loaiza-Maya (J. Comput. Graph. Stat., 2023)

Natural gradient hybrid variational inference with application to deep mixed models. - Weiben Zhang; Michael S. Smith; Worapree Maneesoonthorn; Ruben Loaiza-Maya (Stat. Comput., 2024)

Loss-Based Variational Bayes Prediction. - David T. Frazier; Ruben Loaiza-Maya; Gael M. Martin; Bonsoo Koo (J. Comput. Graph. Stat., 2025)