arxivmath.STstat.ML2026-06-27
Full Conformal Prediction under Stochastic Non-Conformity Measure
The theory of full conformal prediction uses deterministic non-conformity measure, but modern usage of full conformal prediction often relies on machine learning training, making stochasticity inevitable. A simple sufficient condition of almost sure permutation invariance of the…