Replicable Conformal Prediction
stat.ML, cs.LG
Submitted: 2026-08-23
Updated: 2026-08-23
Terminology
Sources
- Uncertainty Sets for Image Classifiers using Conformal Prediction
- When Can We Reuse a Calibration Set for Multiple Conformal Predictions?
- Replicability and stability in learning
- Optimal Inference After Model Selection
- Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks
- Reducing cross-sample prediction churn in scientific machine learning
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