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Hierarchical Conformal Classification

Hierarchical conformal classification extends prediction sets to class hierarchies via constrained optimization, maintaining coverage guarantees while yielding smaller, semantically structured sets that annotators prefer.

Floris den Hengst, Inès Blin, Majid Mohammadi, Syed I Shah and 1 more

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 6/10
strict 1/5