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A Kernel Nonconformity Score for Multivariate Conformal Prediction
Multivariate Kernel Score yields geometry-adapted conformal regions via anisotropic MMD, guaranteeing finite-sample coverage with dimension-free rates and smaller volumes than ellipsoidal baselines.
Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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