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Strategic Classification is Causal Modeling in Disguise

23 October 2019

Papers citing "Strategic Classification is Causal Modeling in Disguise"

50 / 81 papers shown

Title
Performative Validity of Recourse Explanations Gunnar Konig Hidde Fokkema Timo Freiesleben Celestine Mendler-Dünner Ulrike on Luxburg 15 0 0 18 Jun 2025
Should Decision-Makers Reveal Classifiers in Online Strategic Classification? Han Shao Shuo Xie Kunhe Yang 60 0 0 02 Jun 2025
Estimating Misreporting in the Presence of Genuine Modification: A Causal Perspective Dylan Zapzalka Trenton Chang Lindsay Warrenburg Sae-Hwan Park Daniel K. Shenfeld Ravi B. Parikh Jenna Wiens Maggie Makar 30 0 0 29 May 2025
Incentive-Aware Machine Learning; Robustness, Fairness, Improvement & Causality Chara Podimata 131 1 0 08 May 2025
Anticipating Gaming to Incentivize Improvement: Guiding Agents in (Fair) Strategic Classification Sura Alhanouti Parinaz Naghizadeh 52 0 0 08 May 2025
Machine Learning Should Maximize Welfare, but Not by (Only) Maximizing Accuracy Nir Rosenfeld Haifeng Xu FaML HAI 117 2 0 17 Feb 2025
Lookahead Counterfactual Fairness Zhiqun Zuo Tian Xie Xuwei Tan Xueru Zhang Mohammad Mahdi Khalili FaML 172 0 0 02 Dec 2024
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 225 0 0 02 Dec 2024
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 369 0 0 13 Nov 2024
Performative Prediction on Games and Mechanism Design António Góis Mehrnaz Mofakhami Fernando P. Santos Simon Lacoste-Julien Gauthier Gidel 58 1 0 09 Aug 2024
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness Maayan Ehrenberg Roy Ganz Nir Rosenfeld AAML 129 1 0 17 Jun 2024
Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions Tian Xie Xueru Zhang 70 4 0 12 May 2024
Non-linear Welfare-Aware Strategic Learning Tian Xie Xueru Zhang 76 7 0 03 May 2024
Algorithmic Decision-Making under Agents with Persistent Improvement Tian Xie Xuwei Tan Xueru Zhang 77 4 0 03 May 2024
Learning under Imitative Strategic Behavior with Unforeseeable Outcomes Tian Xie Zhiqun Zuo Mohammad Mahdi Khalili Xueru Zhang OffRL 83 3 0 03 May 2024
Learning In Reverse Causal Strategic Environments With Ramifications on Two Sided Markets Seamus Somerstep Yuekai Sun Yaácov Ritov 87 4 0 20 Apr 2024
Learnability Gaps of Strategic Classification Lee Cohen Yishay Mansour Shay Moran Han Shao 86 9 0 29 Feb 2024
Classification Under Strategic Self-Selection G. Horowitz Yonatan Sommer Moran Koren Nir Rosenfeld 80 7 0 23 Feb 2024
Bayesian Strategic Classification Lee Cohen Saeed Sharifi-Malvajerdi Kevin Stangl A. Vakilian Juba Ziani 84 6 0 13 Feb 2024
Strategic Usage in a Multi-Learner Setting Eliot Shekhtman Sarah Dean 67 2 0 29 Jan 2024
One-Shot Strategic Classification Under Unknown Costs Elan Rosenfeld Nir Rosenfeld OffRL 102 9 0 05 Nov 2023
Performative Prediction: Past and Future Moritz Hardt Celestine Mendler-Dünner 159 26 0 25 Oct 2023
Performative Time-Series Forecasting Zhiyuan Zhao Alexander Rodríguez B. Prakash B. A. Prakash AI4TS 82 5 0 09 Oct 2023
Strategic Evaluation: Subjects, Evaluators, and Society Benjamin Laufer Jon Kleinberg Karen Levy Helen Nissenbaum 42 3 0 05 Oct 2023
On the Actionability of Outcome Prediction Lydia T. Liu Solon Barocas Jon Kleinberg Karen Levy OffRL CML 44 8 0 08 Sep 2023
Causal Strategic Learning with Competitive Selection Kiet Q. H. Vo Muneeb Aadil Siu Lun Chau Krikamol Muandet CML 68 3 0 30 Aug 2023
Prediction without Preclusion: Recourse Verification with Reachable Sets Avni Kothari B. Kulynych Tsui-Wei Weng Berk Ustun FaML 82 6 0 24 Aug 2023
Endogenous Macrodynamics in Algorithmic Recourse Patrick Altmeyer Giovan Angela Aleksander Buszydlik Karol Dobiczek A. V. Deursen Cynthia C. S. Liem 52 7 0 16 Aug 2023
Contextual Dynamic Pricing with Strategic Buyers Pang-Tung Liu Zhuoran Yang Zhaoran Wang W. Sun 108 5 0 08 Jul 2023
The Risks of Recourse in Binary Classification H. Fokkema Damien Garreau T. Erven FaML 79 5 0 01 Jun 2023
Operationalizing Counterfactual Metrics: Incentives, Ranking, and Information Asymmetry S. Wang Stephen Bates P. Aronow Michael I. Jordan 77 2 0 24 May 2023
Algorithmic Censoring in Dynamic Learning Systems Jennifer Chien Margaret E. Roberts Berk Ustun 72 6 0 15 May 2023
Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts Kun Jin Tongxin Yin Zhong Chen Zeyu Sun Xueru Zhang Yang Liu Mingyan D. Liu OOD FedML 53 7 0 08 May 2023
Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction Tom Yan Shantanu Gupta Zachary Chase Lipton CML 63 1 0 14 Feb 2023
Causal Strategic Classification: A Tale of Two Shifts G. Horowitz Nir Rosenfeld OffRL CML 100 18 0 13 Feb 2023
Sequential Strategic Screening Lee Cohen Saeed Sharifi-Malvajerd Kevin Stangl A. Vakilian Juba Ziani 57 6 0 31 Jan 2023
Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors Zeyu Tang Yatong Chen Yang Liu Kun Zhang 50 8 0 21 Jan 2023
Improvement-Focused Causal Recourse (ICR) Gunnar Konig Timo Freiesleben Moritz Grosse-Wentrup CML 76 16 0 27 Oct 2022
Making Decisions under Outcome Performativity Michael P. Kim Juan C. Perdomo 89 21 0 04 Oct 2022
Anticipated versus Actual Effects of Platform Design Change: A Case Study of Twitter's Character Limit Kristina Gligorić Justyna Czkestochowska Ashton Anderson Robert West 47 1 0 30 Aug 2022
Adversarial Robustness for Tabular Data through Cost and Utility Awareness Klim Kireev B. Kulynych Carmela Troncoso AAML 91 18 0 27 Aug 2022
Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments Mengxin Yu Zhuoran Yang Jianqing Fan OffRL 120 9 0 23 Aug 2022
Anticipating Performativity by Predicting from Predictions Celestine Mendler-Dünner Frances Ding Yixin Wang 84 31 0 15 Aug 2022
Stochastic Approximation with Decision-Dependent Distributions: Asymptotic Normality and Optimality Joshua Cutler Mateo Díaz Dmitriy Drusvyatskiy 96 7 0 09 Jul 2022
Strategic Representation V. Nair Ganesh Ghalme Inbal Talgam-Cohen Nir Rosenfeld 56 6 0 17 Jun 2022
The Equity Framework: Fairness Beyond Equalized Predictive Outcomes Keziah Naggita J. C. Aguma FaML 66 3 0 18 Apr 2022
Speech and the n-Back task as a lens into depression. How combining both may allow us to isolate different core symptoms of depression Salvatore Fara S. Goria Emilia Molimpakis N. Cummins 34 8 0 30 Mar 2022
Learning Losses for Strategic Classification Tosca Lechner Ruth Urner 63 22 0 25 Mar 2022
Setting Fair Incentives to Maximize Improvement Saba Ahmadi Hedyeh Beyhaghi Avrim Blum Keziah Naggita 60 6 0 28 Feb 2022
On classification of strategic agents who can both game and improve Saba Ahmadi Hedyeh Beyhaghi Avrim Blum Keziah Naggita 142 22 0 28 Feb 2022