% Key papers for Conformal prediction sets (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{neurips2019_conformalized_58029,
  title = {{Conformalized Quantile Regression}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13524},
}

@inproceedings{iclr2024_conformal_33546,
  title = {{Conformal Risk Control}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19529},
}

@inproceedings{iclr2022_learning_31760,
  title = {{Learning Optimal Conformal Classifiers}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6836},
}

@inproceedings{cvpr2016_conformal_11440,
  title = {{Conformal Surface Alignment With Optimal Mobius Search}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{icml2024_conformal_43422,
  title = {{Conformal Prediction Sets Improve Human Decision Making}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/35030},
}

@inproceedings{neurips2022_practical_64884,
  title = {{Practical Adversarial Multivalid Conformal Prediction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54875},
}

@inproceedings{aaai2025_conformal_8502,
  title = {{Conformal Thresholded Intervals for Efficient Regression}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34115},
}

@inproceedings{aaai2024_conformal_5467,
  title = {{Conformal Autoregressive Generation: Beam Search with Coverage Guarantees}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29062},
}

@inproceedings{neurips2024_length_71171,
  title = {{Length Optimization in Conformal Prediction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96056},
}

@inproceedings{aaai2023_approximating_3120,
  title = {{Approximating Full Conformal Prediction at Scale via Influence Functions}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25814},
}

@inproceedings{icml2021_exact_39312,
  title = {{Exact Optimization of Conformal Predictors via Incremental and Decremental Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/9681},
}

@inproceedings{icml2022_conformal_40349,
  title = {{Conformal Prediction Sets with Limited False Positives}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/17299},
}

@inproceedings{icml2022_stable_41199,
  title = {{Stable Conformal Prediction Sets}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/16841},
}

@inproceedings{neurips2019_computing_58022,
  title = {{Computing Full Conformal Prediction Set with Approximate Homotopy}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13357},
}

@inproceedings{iclr2024_non_35035,
  title = {{Non-Exchangeable Conformal Risk Control}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18039},
}

@inproceedings{icml2024_conformal_44678,
  title = {{Conformal Prediction with Learned Features}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33774},
}

@inproceedings{iclr2022_efficient_31104,
  title = {{Efficient and Differentiable Conformal Prediction with General Function Classes}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6067},
}

@inproceedings{iclr2023_batch_32260,
  title = {{Batch Multivalid Conformal Prediction}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11605},
}

@inproceedings{icml2021_t_39998,
  title = {{T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/10303},
}

@inproceedings{icml2023_conformal_41768,
  title = {{Conformal Prediction with Missing Values}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/23530},
}

@inproceedings{icml2024_online_43350,
  title = {{Online conformal prediction with decaying step sizes}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/35102},
}

@inproceedings{icml2025_robust_48770,
  title = {{Robust Conformal Outlier Detection under Contaminated Reference Data}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/43852},
}

@inproceedings{icml2026_conditional_55106,
  title = {{Conditional Coverage Diagnostics for Conformal Prediction}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=vaApZm6MKM},
}

@inproceedings{iclr2025_conformal_80609,
  title = {{Conformal Structured Prediction}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/31156},
}

@inproceedings{iclr2025_leave_81230,
  title = {{Leave-One-Out Stable Conformal Prediction}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30540},
}

@inproceedings{iclr2025_conformal_82931,
  title = {{Conformal Prediction Sets Can Cause Disparate Impact}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28872},
}

@inproceedings{iclr2025_a_84055,
  title = {{A Generic Framework for Conformal Fairness}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/27770},
}

@inproceedings{aaai2026_fast_106942,
  title = {{Fast Conformal Prediction Using Conditional Interquantile Intervals}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39294},
}

@inproceedings{aaai2026_quantifying_107018,
  title = {{Quantifying and Improving Adaptivity in Conformal Prediction Through Input Transformations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39370},
}

@inproceedings{iclr2024_conformal_35399,
  title = {{Conformal Prediction via Regression-as-Classification}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17674},
}

@inproceedings{icml2024_conformal_44969,
  title = {{Conformal Predictions under Markovian Data}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33483},
}

@inproceedings{icml2025_a_46720,
  title = {{A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45852},
}

@inproceedings{icml2025_false_46783,
  title = {{False Coverage Proportion Control for Conformal Prediction}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45792},
}