Weighted averaging of conformal p-values with a learned scaling correction yields valid combined prediction sets for data-dependent weights, improving worst-slice coverage.
Recent advances in natural language processing via large pre-trained language models: A survey.ACM Computing Surveys, 56(2): 1–40, 2023
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Improving Coverage in Combined Prediction Sets with Weighted p-values
Weighted averaging of conformal p-values with a learned scaling correction yields valid combined prediction sets for data-dependent weights, improving worst-slice coverage.