Kernaut's discovered kernel beats tuned standard kernels on glucose prediction

sirbayes · x · 2026-10-08

A follow-up on the Kernaut paper: using data from the UVA/Padova type-1 diabetes simulator for glucose-level prediction, the structured kernel discovered by Astra (the agent) outperforms the best tuned standard kernel.

Related event: Kernaut: Coding Agents Autodiscover Interpretable GP Kernels(3 posts)→

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