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arxiv_cs_lg ยท Jun 17, 2026 ยท paper

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INDEQS: Informed Neural controlled Differential EQuationS

In brief

Neural Controlled Differential Equations (NCDE) provide a powerful continuous-time framework for forecasting time series, but standard graph-based extensions typically learn spatial structure purely from data, even in...

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