2 papers
cs.LG2026
Correcting Mode Proportion Bias in Generalized Bayesian Inference via a Weighted Kernel Stein Discrepancy
Elham Afzali, Saman Muthukumarana, Liqun Wang
Generalized Bayesian Inference (GBI) provides a flexible framework for updating prior distributions using various loss functions instead of the traditional likelihoods, thereby enh…
stat.ME2024
FRODO: A novel approach to micro-macro multilevel regression
Shaun McDonald, Alexandre Leblanc, Saman Muthukumarana +1
Within the field of hierarchical modelling, little attention is paid to micro-macro models: those in which group-level outcomes are dependent on covariates measured at the level of…