A split conformal prediction method for function-valued outputs is proposed for neural operators, using a weighted L2 norm and a resolution-transfer heuristic to maintain calibrated coverage.
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Split Conformal Prediction in the Function Space with Neural Operators
A split conformal prediction method for function-valued outputs is proposed for neural operators, using a weighted L2 norm and a resolution-transfer heuristic to maintain calibrated coverage.