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Towards Continuous-time Causal Foundation Models

arXiv cs.LG · 6d ago Cached

Proposes a continuity criterion for extending discrete-time causal prior-data fitted networks to continuous time using stochastic differential equations, introducing a taxonomy and fine-grid integration method that outperforms naive integration on irregular observation schedules.

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