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prediction-sets

Here are 5 public repositories matching this topic...

crepes

henrikbostrom / crepes

Python package for conformal prediction

python machine-learning scikit-learn sklearn jupyter-notebook regression confidence-intervals uncertainty-quantification quantile-regression conformal-prediction prediction-intervals cumulative-distribution-function prediction-sets conformal-regressors conformal-predictive-systems conformal-classifiers

Updated Sep 21, 2024
Python

zlin7 / FavMac

Code for the ICML 2023 paper "Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control"

conformal-prediction prediction-sets icml-2023

Updated May 22, 2023
Python

sangdon / pac-ps-w

PAC Prediction Sets Under Covariate Shift

machine-learning pac covariate-shift prediction-sets

Updated Apr 23, 2022
Python

Networks-Learning / counterfactual-prediction-sets

Code for "Designing Decision Support Systems Using Counterfactual Prediction Sets". ICML 2024.

machine-learning classification-algorithm multiclass-classification conformal-prediction human-ai-teaming prediction-sets

Updated Jun 12, 2024
Python

Networks-Learning / controlling-counterfactual-harm-prediction-sets

Code for "Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets", NeurIPS 2024.

causality decision-support decision-support-system conformal-prediction harm counterfactuals human-ai-teaming prediction-sets

Updated Nov 6, 2024
Python

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