#distribution shift
Distribution Shift: 2 AI articles covering distribution shift news, analysis, and research
Articles
What Does 99% Accuracy Actually Measure? A Reproducible Audit of⭐9
A reproducible audit of the ISOT fake news corpus shows 99% accuracy measures source and topic shortcuts, not veracity, with style signals failing to transfer.
Does Marginal Coverage Guarantee Class-Conditional Safety for⭐9
Marginal conformal coverage fails to ensure class-conditional safety for zero-shot VLMs under shift, with worst-class coverage near zero on ImageNet-Sketch desp...