Bingyan Han

Distributionally robust Kalman filtering with volatility uncertainty

2023 · arXiv (Cornell University)

This work presents a distributionally robust Kalman filter to address uncertainties in noise covariance matrices and predicted covariance estimates. We adopt a distributionally robust formulation using bicausal optimal transport to characterize a set of plausible …