Study Examines Information Limits of Neural CDEs Under Sparse Observations
A new arXiv paper analyzes how neural controlled differential equations, which evolve hidden states along paths interpolated from discrete observations, behave when observations are sparse.
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- 2026-11-04 05:00 · arXiv cs.LG
The Information Limits of Neural Controlled Differential Equations Under Sparse Observations