conftrace_

prediction set

57 papers

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Co-occurring keywords

conformal prediction (215) uncertainty quantification (1393) coverage guarantee (26) coverage probability (10) large language model (13587) graph neural network (3962) distribution shift (722) node classification (482) prediction interval (67) uncertainty estimation (648)

Papers

On the Utility of Prediction Sets in Human-AI Teams IJCAI 2022
Adaptive Conformal Inference Under Distribution Shift NIPS 2021
Few-Shot Conformal Prediction with Auxiliary Tasks ICML 2021
Classification with Valid and Adaptive Coverage NIPS 2020
Distribution-free binary classification: prediction sets, confidence intervals and calibration NIPS 2020
Computing Full Conformal Prediction Set with Approximate Homotopy NIPS 2019
Efficiency of conformalized ridge regression COLT 2014