Online Conformal Selection with Accept-to-Reject Changes

This repository is the official implementation and appendix of Online Conformal Selection with Accept-to-Reject Changes (OCS-ARC).

How to Install

# Clone the repository
git clone https://github.com/J4ckLiu/OCS-ARC.git
cd OCS-ARC

# Create and activate Conda environment
conda env create -f environment.yml
conda activate ocs-arc

How to Run

Run the simulation experiments with the provided shell script for quick validation:

# Run test experiments
./test.sh

Citation

If you find this work useful in your research, please consider citing:

@inproceedings{ocsarc_aaai2026,
  title={Online Conformal Selection with Accept-to-Reject Changes},
  author={Liu, Kangdao and Xi, Huajun and Vong, Chi-Man and Wei, Hongxin},
  booktitle={Proceedings of the 40th AAAI Conference on Artificial Intelligence},
  year={2026}
}