Fail closed trust gated synthetic augmentation governs tail risk under subject shift in EEG
Daniel Choi, Cordelia Yip, Andrew Choi, Junho Park
The paper introduces trust-gated augmentation to reduce harm from synthetic data in EEG tasks under subject shift, showing improved generalization and reduced performance degradation.
bioRxiv · Jan 28, 2026 · PreprintBioinformatics