UnHiPPO uses a Kalman filter view of HiPPO to derive a noise-robust initialization for state space models that filters measurement noise with no added runtime.
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UnHiPPO: Uncertainty-aware Initialization for State Space Models
UnHiPPO uses a Kalman filter view of HiPPO to derive a noise-robust initialization for state space models that filters measurement noise with no added runtime.