Limits of neural controlled differential equations under sparse observations reveal ambiguous terminal states with planar drivers and bounded speed
Read the original at arxiv.org→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...
Original headline: "The Information Limits of Neural Controlled Differential Equations Under Sparse Observations"
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- Nov 4, 05:00 UTC arXiv cs.LG lead source The Information Limits of Neural Controlled Differential Equations Under Sparse Observations