arXiv stat.ML
· Papers
Complexity of Markov Chain Monte Carlo for Generalized Linear Models
arXiv:2512.12748v2 Announce Type: replace-cross Abstract: Markov Chain Monte Carlo (MCMC), Laplace approximation (LA) and variational inference (VI) methods are popular approaches to Bayesian inference, each with trade-offs between computational cost and accuracy. However, a theoretical understanding of these differenc