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The Information Limits of Neural Controlled Differential Equations Under Sparse Observations

arXiv:2611.03887v1 Announce Type: new Abstract: Neural controlled differential equations (Neural CDEs) evolve hidden states along continuous paths constructed by interpolating discrete observations. Sparse measurements leave the input between observation times undetermined, and admissible continuou…

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  1. 2026-11-04 05:00 · arXiv cs.LG
    The Information Limits of Neural Controlled Differential Equations Under Sparse Observations

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