Variational Dimension Lifting for Robust Tracking of Nonlinear Stochastic Dynamics

Yonatan L. Ashenafi

Nonlinear stochastic motion presents significant challenges for Bayesian particle tracking. To address this challenge, we propose a lifting framework that constructs a higher-dimen…