Principled Koopman representations with Kalman inference for efficient time-series prediction
Read the original at arxiv.org→arXiv:2609.17815v1 Announce Type: new Abstract: The Koopman operator has been widely used for time-series prediction in dynamical systems. However, prior work that learns latent ``Koopman spaces'' using neural...
Original headline: "Principled Koopman Representations with Kalman Inference for Efficient Time-Series Prediction"
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- Sep 17, 04:00 UTC arXiv cs.LG lead source Principled Koopman Representations with Kalman Inference for Efficient Time-Series Prediction