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Henry Gouk

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#machine learning Preprint Aug 2026

OOD Detection for EEG-based Machine Learning in High-Risk Environments

A benchmark for EEG OOD detection is introduced, a broad range of methods are evaluated, and complementary methods for both aspects can be combined to form a robust safety net for the deployment of EEG-based machine learning models in real-world applications are demonstrated.

Philipp Bomatter, Henry Gouk · 0 citations