Geometric Ergodicity of Affine Invariant Ensemble Langevin and its Discrete Time Variants

Hong Ye Tan, Yifan Chen

Affine-invariant ensemble samplers are widely used in Bayesian applications. However, their quantitative convergence theory, in particular geometric ergodicity, remains a basic ope…