2 papers
math.ST2025
Upper and lower bounds for local Lipschitz stability of Bayesian posteriors
Nada CvetkoviÄ, Han Cheng Lie
The work of Sprungk (Inverse Problems, 2020) established the local Lipschitz continuity of the misfit-to-posterior and prior-to-posterior maps with respect to the Kullback--Leibler…
cs.LG2024
Data subsampling for Poisson regression with pth-root-link
Han Cheng Lie, Alexander Munteanu
We develop and analyze data subsampling techniques for Poisson regression, the standard model for count data . In particular, we consider the Poisson generalized li…