Adaptive Heterogeneous Mixtures of Normalising Flows for Robust Variational Inference

Benjamin Wiriyapong, Oktay Karakuş, Kirill Sidorov

Normalising-flow variational inference (VI) can approximate complex posteriors, yet single-flow models often behave inconsistently across qualitatively different distributions. We…