A median-based combination of prediction intervals from per-source conformal predictors gives conservative intervals on a UCI regression benchmark without pooling the data.
Aggregated conformal prediction
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Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets
A median-based combination of prediction intervals from per-source conformal predictors gives conservative intervals on a UCI regression benchmark without pooling the data.