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Larsvanderlaan authored Nov 3, 2024
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# Self-Calibrating Conformal Prediction: Providing Model Calibration and Predictive Inference

This repository provides a Python implementation of **Self-Calibrating Conformal Prediction** (previously termed *Self-Consistent Conformal Prediction*), associated with the [NeurIPS 2024 conference paper](https://openreview.net/pdf?id=BJ6HkT7qIk). It also contains code to reproduce the experiments from the paper.
This repository provides a Python implementation of **Self-Calibrating Conformal Prediction** (previously termed *Self-Consistent Conformal Prediction*), associated with the [NeurIPS 2024 conference paper](https://arxiv.org/abs/2402.07307). It also contains code to reproduce the experiments from the paper.


## Installation
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## Citation
van der Laan, L., & Alaa, A. M. (2024). Self-Consistent Conformal Prediction. arXiv preprint arXiv:2402.07307.
van der Laan, L., & Alaa, A. M. (2024). Self-Calibrating Conformal Prediction. arXiv preprint arXiv:2402.07307.



@misc{vanderlaan2024selfcalibratingconformalprediction,
title={Self-Calibrating Conformal Prediction},
author={Lars van der Laan and Ahmed M. Alaa},
year={2024},
eprint={2402.07307},
archivePrefix={arXiv},
primaryClass={stat.ML},
url={https://arxiv.org/abs/2402.07307},
}

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