2025
Recursive Learning of Asymptotic Variational Objectives
AISTATS 2025poster
General state-space models (SSMs) are widely used in statistical machine learning and are among the most classical generative models for sequential time-series data. SSMs, comprising latent Markovian states, can be subjected to variational inference (VI), but standard VI methods like the importance-…