% Key papers for Strategic classification (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2018_reinforcement_101002, title = {{Reinforcement Mechanism Design for Fraudulent Behaviour in e-Commerce}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11452}, } @inproceedings{aaai2016_strategyproof_104784, title = {{Strategyproof Peer Selection: Mechanisms, Analyses, and Experiments}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10038}, } @inproceedings{aaai2021_catch_236, title = {{Catch Me if I Can: Detecting Strategic Behaviour in Peer Assessment}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/04794-catch-me-if-i-can-detecting-strategic-behaviour-in-peer-assessment/}, } @inproceedings{aaai2020_information_100891, title = {{Information Elicitation Mechanisms for Statistical Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5583}, } @inproceedings{aaai2022_bayesian_1778, title = {{Bayesian Persuasion in Sequential Decision-Making}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/05025-bayesian-persuasion-in-sequential-decision-making/}, } @inproceedings{aaai2022_individual_2245, title = {{Individual Representation in Approval-Based Committee Voting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/04892-individual-representation-in-approval-based-committee-voting/}, } @inproceedings{neurips2016_eliciting_55707, title = {{Eliciting Categorical Data for Optimal Aggregation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2016}, url = {https://nips.cc/virtual/2016/poster/7144}, } @inproceedings{aaai2021_modeling_1003, title = {{Modeling Voters in Multi-Winner Approval Voting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/05709-modeling-voters-in-multi-winner-approval-voting/}, } @inproceedings{neurips2019_distinguishing_58152, title = {{Distinguishing Distributions When Samples Are Strategically Transformed}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/13499}, } @inproceedings{aaai2016_personalized_104926, title = {{Personalized Alert Agent for Optimal User Performance}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10057}, } @inproceedings{aaai2021_classification_250, title = {{Classification with Few Tests through Self-Selection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/05805-classification-with-few-tests-through-self-selection/}, } @inproceedings{aaai2018_modelling_100990, title = {{Modelling Iterative Judgment Aggregation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11440}, } @inproceedings{aaai2021_incentivizing_775, title = {{Incentivizing Truthfulness Through Audits in Strategic Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/05347-incentivizing-truthfulness-through-audits-in-strategic-classification/}, } @inproceedings{icml2020_causal_38005, title = {{Causal Strategic Linear Regression}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2020}, url = {https://icml.cc/virtual/2020/poster/6654}, } @inproceedings{neurips2024_bayesian_72249, title = {{Bayesian Strategic Classification}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95094}, } @inproceedings{aaai2024_causal_5383, title = {{Causal Strategic Learning with Competitive Selection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29466}, } @inproceedings{icml2021_alternative_39044, title = {{Alternative Microfoundations for Strategic Classification}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/9047}, } @inproceedings{neurips2021_fairness_61443, title = {{Fairness in Ranking under Uncertainty}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/27437}, } @inproceedings{neurips2021_who_62717, title = {{Who Leads and Who Follows in Strategic Classification?}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/27087}, } @inproceedings{neurips2022_peer_64583, title = {{Peer Prediction for Learning Agents}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/52930}, } @inproceedings{neurips2024_automating_70275, title = {{Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96814}, } @inproceedings{neurips2024_bias_70419, title = {{Bias Detection via Signaling}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96686}, } @inproceedings{neurips2024_learning_73909, title = {{Learning to Mitigate Externalities: the Coase Theorem with Hindsight Rationality}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93602}, } @inproceedings{aaai2025_bayesian_8237, title = {{Bayesian Persuasion with Externalities: Exploiting Agent Types}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33543}, } @inproceedings{aaai2025_equal_9005, title = {{Equal Merit Does Not Imply Equality: Discrimination at Equilibrium in a Hiring Market with Symmetric Agents}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33949}, } @inproceedings{aaai2025_joint_9624, title = {{Joint Scoring Rules: Competition Between Agents Avoids Performative Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34944}, } @inproceedings{aaai2025_private_10360, title = {{Private Blotto: Viewpoint Competition with Polarized Agents}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33505}, } @inproceedings{aaai2025_probabilistic_10366, title = {{Probabilistic Strategy Logic with Degrees of Observability}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33655}, } @inproceedings{iclr2024_learning_35531, title = {{Learning in reverse causal strategic environments with ramifications on two sided markets}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17542}, } @inproceedings{icml2025_pac_46441, title = {{PAC Learning with Improvements}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/46125}, } @inproceedings{icml2025_the_48005, title = {{The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/44600}, } @inproceedings{icml2026_multi_50988, title = {{Multi-Level Strategic Classification: Incentivizing Improvement through Promotion and Relegation Dynamics}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=Hnty5t1TNg}, } @inproceedings{icml2026_off_51030, title = {{Off-Policy Evaluation with Strategic Agents via Local Disclosure}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=IG956mtgzL}, } @inproceedings{icml2026_beyond_54909, title = {{Beyond Rational Illusion: Behaviorally Realistic Strategic Classification}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=tm6K5K4t25}, } @inproceedings{neurips2024_aggregating_70325, title = {{Aggregating Quantitative Relative Judgments: From Social Choice to Ranking Prediction}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96770}, } @inproceedings{neurips2024_who_72012, title = {{Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95302}, } @inproceedings{neurips2024_understanding_72135, title = {{Understanding Model Selection for Learning in Strategic Environments}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95199}, } @inproceedings{neurips2024_carrot_73901, title = {{Carrot and Stick: Eliciting Comparison Data and Beyond}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93610}, }