Non-Asymptotic Analysis of Ensemble Kalman Updates: Effective Dimension and Localization

Omar Al Ghattas, Daniel Sanz-Alonso

Many modern algorithms for inverse problems and data assimilation rely on ensemble Kalman updates to blend prior predictions with observed data. Ensemble Kalman methods often perfo…