Oktay Karakus

Stable Global Weighting of Flow Mixtures using Simplex Exponential Moving Average

Benjamin Wiriyapong, Oktay Karakus, Can Eyupoglu, Kirill Sidorov

Normalising flows provide a powerful variational family for approximate inference, yet individual architectures often fail to generalise across heterogeneous posterior geometries. We revisit mixture-based flow formulations and introduce \emph{AMF\mbox{-}VI\mbox{-}sEMA}, a two-sta…Read more