Tensor network square root Kalman filter for online Gaussian process regression

Clara Menzen, Manon Kok, Kim Batselier

The state-of-the-art tensor network Kalman filter lifts the curse of dimensionality for high-dimensional recursive estimation problems. However, the required rounding operation can…