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Neural Stochastic Differential Equations on Compact State Spaces: Theory, Methods, and Application to Suicide Risk Modeling

This story is from 2026-09-16. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2508.17090v5 Announce Type: replace Abstract: Ecological Momentary Assessment (EMA) studies enable the collection of high-frequency self-reports of suicidal thoughts and behaviors (STBs) via smartphones. Latent stochastic differential equations (SDEs) are a promising model class for EMA data,…

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  1. 2026-09-16 04:00 · arXiv stat.ML
    Neural Stochastic Differential Equations on Compact State Spaces: Theory, Methods, and Application to Suicide Risk Modeling

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