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stat.ME2025
Bend to Mend: Toward Trustworthy Variational Bayes with Valid Uncertainty Quantification
Jiaming Liu, Meng Li
Variational Bayes (VB) is a popular and computationally efficient method to approximate the posterior distribution in Bayesian inference, especially when the exact posterior is ana…
stat.ME2023
Valid confidence intervals for regression with best subset selection
Huiming Lin, Meng Li
Classical confidence intervals after best subset selection are widely implemented in statistical software and are routinely used to guide practitioners in scientific fields to conc…