Adversarial Transform Particle Filters

Chengxin Gong, Wei Lin, Cheng Zhang

The particle filter (PF) and the ensemble Kalman filter (EnKF) are widely used for approximate inference in state-space models. From a Bayesian perspective, these algorithms repres…