% Key papers for Counterfactual and statistical explanations (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2021_explaining_556,
  title = {{Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/11396-explaining-a-black-box-by-using-a-deep-variational-information-bottleneck-approach/},
}

@inproceedings{icml2019_eddi_37320,
  title = {{EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2019},
  url = {https://icml.cc/virtual/2019/poster/3924},
}

@inproceedings{aaai2017_collaborative_105709,
  title = {{Collaborative Company Profiling: Insights from an Employee's Perspective}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10751},
}

@inproceedings{aaai2021_evidence_546,
  title = {{Evidence Inference Networks for Interpretable Claim Verification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/14058-evidence-inference-networks-for-interpretable-claim-verification/},
}

@inproceedings{aaai2021_ethically_544,
  title = {{Ethically Compliant Sequential Decision Making}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/11657-ethically-compliant-sequential-decision-making/},
}

@inproceedings{aaai2017_strategic_101422,
  title = {{Strategic Sequences of Arguments for Persuasion Using Decision Trees}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10673},
}

@inproceedings{aaai2020_temporal_103331,
  title = {{Temporal Logics Over Finite Traces with Uncertainty}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6583},
}

@inproceedings{aaai2022_amortized_1729,
  title = {{Amortized Generation of Sequential Algorithmic Recourses for Black-Box Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/08512-amortized-generation-of-sequential-algorithmic-recourses-for-black-box-models/},
}

@inproceedings{aaai2024_symbolic_7453,
  title = {{Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29413},
}

@inproceedings{aaai2023_blending_3191,
  title = {{Blending Advertising with Organic Content in E-commerce via Virtual Bids}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26835},
}

@inproceedings{aaai2024_faithful_5967,
  title = {{Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28956},
}

@inproceedings{neurips2023_glime_66721,
  title = {{GLIME: General, Stable and Local LIME Explanation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72911},
}

@inproceedings{aaai2021_automated_174,
  title = {{Automated Symbolic Law Discovery: A Computer Vision Approach}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/00660-automated-symbolic-law-discovery-a-computer-vision-approach/},
}

@inproceedings{neurips2020_counterfactual_59615,
  title = {{Counterfactual Predictions under Runtime Confounding}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17295},
}

@inproceedings{aaai2021_multi_1013,
  title = {{Multi-Dimensional Explanation of Target Variables from Documents}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/12507-multi-dimensional-explanation-of-target-variables-from-documents/},
}

@inproceedings{aaai2025_generating_9325,
  title = {{Generating Counterfactual Explanations Under Temporal Constraints}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33715},
}

@inproceedings{iclr2021_predicting_30597,
  title = {{Predicting Infectiousness for Proactive Contact Tracing}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/2912},
}

@inproceedings{aaai2021_conditional_291,
  title = {{Conditional Inference under Disjunctive Rationality}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/06227-conditional-inference-under-disjunctive-rationality/},
}

@inproceedings{icml2018_a_36478,
  title = {{A Robust Approach to Sequential Information Theoretic Planning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2018},
  url = {https://icml.cc/virtual/2018/poster/2372},
}

@inproceedings{neurips2023_knowledge_66790,
  title = {{Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73701},
}

@inproceedings{neurips2024_optimal_73911,
  title = {{Optimal ablation for interpretability}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93600},
}

@inproceedings{aaai2024_simfair_7341,
  title = {{SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30249},
}

@inproceedings{aaai2025_a_7935,
  title = {{A Trusted Lesion-assessment Network for Interpretable Diagnosis of Coronary Artery Disease in Coronary CT Angiography}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32642},
}

@inproceedings{aaai2024_causally_5387,
  title = {{Causally Aware Generative Adversarial Networks for Light Pollution Control}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30261},
}

@inproceedings{aaai2024_ibca_6248,
  title = {{IBCA: An Intelligent Platform for Social Insurance Benefit Qualification Status Assessment}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30316},
}

@inproceedings{aaai2024_parallel_6921,
  title = {{Parallel Ranking of Ads and Creatives in Real-Time Advertising Systems}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28780},
}

@inproceedings{aaai2025_ad4cd_7953,
  title = {{AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33344},
}

@inproceedings{aaai2024_temporal_7517,
  title = {{Temporal Logic Explanations for Dynamic Decision Systems Using Anchors and Monte Carlo Tree Search (Abstract Reprint)}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30594},
}

@inproceedings{aaai2025_adaptive_8036,
  title = {{Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35079},
}

@inproceedings{aaai2025_formal_9220,
  title = {{Formal Quality Measures for Predictors in Markov Decision Processes}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34879},
}

@inproceedings{neurips2024_controlling_72049,
  title = {{Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95271},
}

@inproceedings{neurips2024_selective_73285,
  title = {{Selective Explanations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94156},
}

@inproceedings{aaai2026_autonomous_107234,
  title = {{Autonomous Concept Drift Threshold Determination}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39586},
}

@inproceedings{aaai2025_evaluate_9016,
  title = {{Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34935},
}

@inproceedings{cvpr2025_towards_27908,
  title = {{Towards Human-Understandable Multi-Dimensional Concept Discovery}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33326},
}

@inproceedings{icml2024_bayesian_43777,
  title = {{Bayesian Program Learning by Decompiling Amortized Knowledge}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34675},
}

@inproceedings{icml2024_acquisition_45185,
  title = {{Acquisition Conditioned Oracle for Nongreedy Active Feature Acquisition}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33267},
}