Conformal Prediction: Distribution-Free Uncertainty Quantification with Coverage Guarantees for ML (2026)
Conformal Prediction: Distribution-Free Uncertainty with Coverage Guarantees A model that says "42.7" is making a claim it cannot support. Neural networks emit confident softmax scores that are routinely miscalibrated, Bayesian…