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The Social Cost of Strategic Classification

25 August 2018

Papers citing "The Social Cost of Strategic Classification"

50 / 109 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
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
Algorithmic Collective Action with Two Collectives Aditya Karan Nicholas Vincent Karrie Karahalios Hari Sundaram 52 0 0 30 Apr 2025
Learning Classifiers That Induce Markets Yonatan Sommer Ivri Hikri Lotan Amit Nir Rosenfeld 118 0 0 27 Feb 2025
Machine Learning Should Maximize Welfare, but Not by (Only) Maximizing Accuracy Nir Rosenfeld Haifeng Xu FaML HAI 117 2 0 17 Feb 2025
Fine-Tuning Games: Bargaining and Adaptation for General-Purpose Models Benjamin Laufer Jon M. Kleinberg Hoda Heidari 161 11 0 03 Jan 2025
Fairness in Reinforcement Learning with Bisimulation Metrics S. Rezaei-Shoshtari Hanna Yurchyk Scott Fujimoto Doina Precup David Meger 150 0 0 03 Jan 2025
Who's Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation Trenton Chang Lindsay Warrenburg Sae-Hwan Park Ravi B. Parikh Maggie Makar Jenna Wiens 133 2 0 02 Dec 2024
Minimax Group Fairness in Strategic Classification Emily Diana Saeed Sharifi-Malvajerdi A. Vakilian FaML 89 1 0 03 Oct 2024
Addressing Polarization and Unfairness in Performative Prediction Kun Jin Tian Xie Yang Liu Xueru Zhang 72 3 0 24 Jun 2024
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness Maayan Ehrenberg Roy Ganz Nir Rosenfeld AAML 129 1 0 17 Jun 2024
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges Usman Gohar Zeyu Tang Jialu Wang Kun Zhang Peter Spirtes Yang Liu Lu Cheng FaML 124 4 0 10 Jun 2024
Algorithmic Fairness in Performative Policy Learning: Escaping the Impossibility of Group Fairness Seamus Somerstep Yaácov Ritov Yuekai Sun FaML 86 5 0 30 May 2024
Non-linear Welfare-Aware Strategic Learning Tian Xie Xueru Zhang 76 7 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
Recourse for reclamation: Chatting with generative language models Jennifer Chien Kevin R. McKee Jackie Kay William S. Isaac 46 0 0 21 Mar 2024
Learnability Gaps of Strategic Classification Lee Cohen Yishay Mansour Shay Moran Han Shao 86 9 0 29 Feb 2024
Parameter-Free Algorithms for Performative Regret Minimization under Decision-Dependent Distributions Sungwoo Park Junyeop Kwon Byeongnoh Kim Suhyun Chae Jeeyong Lee Dabeen Lee 82 0 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 73 2 0 29 Jan 2024
On the Stochastic (Variance-Reduced) Proximal Gradient Method for Regularized Expected Reward Optimization Ling Liang Haizhao Yang 57 1 0 23 Jan 2024
Online Algorithmic Recourse by Collective Action Elliot Creager Richard Zemel 42 4 0 29 Dec 2023
Learning in Online Principal-Agent Interactions: The Power of Menus Minbiao Han Michael Albert Haifeng Xu 75 7 0 15 Dec 2023
FinA: Fairness of Adverse Effects in Decision-Making of Human-Cyber-Physical-System Tian Zhao Salma Elmalaki 57 1 0 06 Nov 2023
One-Shot Strategic Classification Under Unknown Costs Elan Rosenfeld Nir Rosenfeld OffRL 102 9 0 05 Nov 2023
Procedural Fairness Through Decoupling Objectionable Data Generating Components Zeyu Tang Jialu Wang Yang Liu Peter Spirtes Kun Zhang 48 2 0 05 Nov 2023
Performative Prediction: Past and Future Moritz Hardt Celestine Mendler-Dünner 159 26 0 25 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 52 8 0 08 Sep 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
FAIRO: Fairness-aware Adaptation in Sequential-Decision Making for Human-in-the-Loop Systems Tian Zhao Mojtaba Taherisadr Salma Elmalaki 54 2 0 12 Jul 2023
The Risks of Recourse in Binary Classification H. Fokkema Damien Garreau T. Erven FaML 79 5 0 01 Jun 2023
Strategic Classification under Unknown Personalized Manipulation Han Shao Avrim Blum Omar Montasser 70 16 0 25 May 2023
Monitoring Algorithmic Fairness T. Henzinger Mahyar Karimi Konstantin Kueffner Kaushik Mallik FaML 66 6 0 25 May 2023
Algorithmic Censoring in Dynamic Learning Systems Jennifer Chien Margaret E. Roberts Berk Ustun 72 6 0 15 May 2023
A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems Nicolò Pagan Joachim Baumann Ezzat Elokda Giulia De Pasquale S. Bolognani Anikó Hannák 90 23 0 10 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 8 0 08 May 2023
Delayed and Indirect Impacts of Link Recommendations Han Zhang Shangen Lu Yixin Wang Mihaela Curmei 24 1 0 17 Mar 2023
Fundamental Bounds on Online Strategic Classification Saba Ahmadi Avrim Blum Kunhe Yang 78 13 0 23 Feb 2023
Sequential Strategic Screening Lee Cohen Saeed Sharifi-Malvajerd Kevin Stangl A. Vakilian Juba Ziani 57 6 0 31 Jan 2023
Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities Samer B. Nashed Justin Svegliato Su Lin Blodgett FaML 58 6 0 13 Jan 2023
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems Eric Yang Yu Zhizhen Qin Min Kyung Lee Sicun Gao OffRL 84 16 0 22 Oct 2022
Conformalized Fairness via Quantile Regression Meichen Liu Lei Ding Dengdeng Yu Wulong Liu Linglong Kong Bei Jiang 213 10 0 05 Oct 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
Long Term Fairness for Minority Groups via Performative Distributionally Robust Optimization Liam Peet-Paré N. Hegde Alona Fyshe FaML 55 4 0 12 Jul 2022
Scoring Rules for Performative Binary Prediction Alan Chan 99 2 0 05 Jul 2022
Modeling Content Creator Incentives on Algorithm-Curated Platforms Jiri Hron K. Krauth Michael I. Jordan Niki Kilbertus Sarah Dean 112 40 0 27 Jun 2022