04:00
2026-09-17
arxiv.org
machine-learning
Principled Koopman Representations with Kalman Inference for Efficient Time-Series Prediction
Researchers introduced K$^2$SVD, a method that learns the leading singular functions of the Koopman operator by optimizing a Hilbert-Schmidt objective, producing a low-rank approximation with a latent…