Ensemble Kalman Inversion as an Inertial Interacting Particle System

Michael Herty, Pierpaolo Porretta, Giuseppe Visconti

Ensemble Kalman Inversion (EKI) is a derivative-free, ensemble-based method for inverse and optimization problems. A central limitation of its continuous-time dynamics is premature…