Bayesian Delay Embeddings for Dynamical Systems

Selecting a suitable embedding space is a key issue in modelling nonlinear dynamics. In classical phase-space reconstruction, which relies on time-delay vectors, the embedding space is highly dependent on two discrete parameters (for the univariate case), the values of which greatly affect model per...

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Bibliographic Details
Main Authors: Dhir, N, Kosiorek, A, Posner, H
Format: Conference item
Published: Conference on Neural Information Processing Systems 2017