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

@inproceedings{icml2019_certified_37213,
  title = {{Certified Adversarial Robustness via Randomized Smoothing}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2019},
  url = {https://icml.cc/virtual/2019/poster/3907},
}

@inproceedings{neurips2019_provably_58853,
  title = {{Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/14597},
}

@inproceedings{aaai2020_robustness_102026,
  title = {{Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5888},
}

@inproceedings{icml2020_randomized_38674,
  title = {{Randomized Smoothing of All Shapes and Sizes}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2020},
  url = {https://icml.cc/virtual/2020/poster/6327},
}

@inproceedings{iclr2020_macer_29800,
  title = {{MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=rJx1Na4Fwr},
}

@inproceedings{neurips2019_tight_59090,
  title = {{Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13637},
}

@inproceedings{icml2020_certified_38009,
  title = {{Certified Robustness to Label-Flipping Attacks via Randomized Smoothing}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2020},
  url = {https://icml.cc/virtual/2020/poster/6172},
}

@inproceedings{cvpr2021_how_17133,
  title = {{How Robust Are Randomized Smoothing Based Defenses to Data Poisoning?}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{iclr2020_a_29641,
  title = {{A FRAMEWORK FOR ROBUSTNESS CERTIFICATION OF SMOOTHED CLASSIFIERS USING F-DIVERGENCES}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=SJlKrkSFPH},
}

@inproceedings{neurips2020_black_59471,
  title = {{Black-Box Certification with Randomized Smoothing: A Functional Optimization Based Framework}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/16976},
}

@inproceedings{neurips2020_consistency_59573,
  title = {{Consistency Regularization for Certified Robustness of Smoothed Classifiers}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18269},
}

@inproceedings{aaai2022_input_2253,
  title = {{Input-Specific Robustness Certification for Randomized Smoothing}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/06295-input-specific-robustness-certification-for-randomized-smoothing/},
}

@inproceedings{neurips2021_smoothmix_63136,
  title = {{SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27223},
}

@inproceedings{aaai2020_regularized_101938,
  title = {{Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5798},
}

@inproceedings{icml2021_improved_39453,
  title = {{Improved, Deterministic Smoothing for L\_1 Certified Robustness}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/9445},
}

@inproceedings{iclr2022_boosting_31641,
  title = {{Boosting Randomized Smoothing with Variance Reduced Classifiers}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6327},
}

@inproceedings{neurips2020_higher_60014,
  title = {{Higher-Order Certification For Randomized Smoothing}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17166},
}

@inproceedings{aaai2024_drf_5576,
  title = {{DRF: Improving Certified Robustness via Distributional Robustness Framework}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29504},
}

@inproceedings{cvpr2024_universal_25144,
  title = {{Universal Robustness via Median Randomized Smoothing for Real-World Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30242},
}

@inproceedings{neurips2020_certified_59522,
  title = {{Certified Defense to Image Transformations via Randomized Smoothing}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/19059},
}

@inproceedings{iclr2024_incremental_34478,
  title = {{Incremental Randomized Smoothing Certification}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18596},
}

@inproceedings{neurips2024_treatment_74134,
  title = {{Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93404},
}

@inproceedings{neurips2024_certified_73512,
  title = {{Certified Adversarial Robustness via Randomized \$alpha\$-Smoothing for Regression Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93964},
}

@inproceedings{iclr2024_mitigating_33885,
  title = {{Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19190},
}

@inproceedings{iclr2024_the_33886,
  title = {{The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19189},
}

@inproceedings{icml2024_effects_44042,
  title = {{Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34410},
}

@inproceedings{icml2025_pixel_47102,
  title = {{Pixel-level Certified Explanations via Randomized Smoothing}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45484},
}

@inproceedings{icml2025_average_47374,
  title = {{Average Certified Radius is a Poor Metric for Randomized Smoothing}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45218},
}

@inproceedings{icml2026_higher_54945,
  title = {{Higher-Order Certified Robustness for Regression}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=u96qokgpPR},
}

@inproceedings{neurips2024_adaptive_71760,
  title = {{Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95529},
}

@inproceedings{neurips2025_adaptdel_80199,
  title = {{AdaptDel: Adaptable Deletion Rate Randomized Smoothing for Certified Robustness}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=xAKOn2IfsP},
}

@inproceedings{iclr2025_robust_82654,
  title = {{Robust Representation Consistency Model via Contrastive Denoising}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29144},
}

@inproceedings{iclr2026_dual_88950,
  title = {{Dual Randomized Smoothing: Beyond Global Noise Variance}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=syvfsHSqm2},
}

@inproceedings{neurips2026_clustered_92930,
  title = {{Clustered Randomized Smoothing for Stochastic Prediction Functions}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/153010},
}

@inproceedings{neurips2026_halt_95501,
  title = {{Halt Fast! Early Stopping for Certified Robustness}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/155955},
}

@inproceedings{neurips2026_multi_91460,
  title = {{Multi-Constrained Randomized Smoothing Certificates}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/149199},
}

@inproceedings{neurips2026_should_92125,
  title = {{Should We Pay This Much for Robustness? Efficient Proxy Certificates with Marginal Guarantees}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/153528},
}