How Do Classifiers Induce Agents To Invest Effort Strategically?

13 July 2018

Papers citing "How Do Classifiers Induce Agents To Invest Effort Strategically?"

27 / 27 papers shown

Title
Anticipating Gaming to Incentivize Improvement: Guiding Agents in (Fair) Strategic Classification Sura Alhanouti Parinaz Naghizadeh 29 0 0 08 May 2025
Understanding Fixed Predictions via Confined Regions Connor Lawless Tsui-Wei Weng Berk Ustun Madeleine Udell 48 0 0 22 Feb 2025
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 101 0 0 02 Dec 2024
Strategic Usage in a Multi-Learner Setting Eliot Shekhtman Sarah Dean 37 2 0 29 Jan 2024
Performative Prediction: Past and Future Moritz Hardt Celestine Mendler-Dünner 31 21 0 25 Oct 2023
Strategic Evaluation: Subjects, Evaluators, and Society Benjamin Laufer Jon Kleinberg Karen Levy Helen Nissenbaum 20 3 0 05 Oct 2023
Plug-in Performative Optimization Licong Lin Tijana Zrnic 35 11 0 30 May 2023
Choosing the Right Weights: Balancing Value, Strategy, and Noise in Recommender Systems S. Milli Emma Pierson Nikhil Garg 9 9 0 27 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 35 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 22 6 0 08 May 2023
Fundamental Bounds on Online Strategic Classification Saba Ahmadi Avrim Blum Kunhe Yang 22 10 0 23 Feb 2023
Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction Tom Yan Shantanu Gupta Zachary Chase Lipton CML 29 1 0 14 Feb 2023
Causal Strategic Classification: A Tale of Two Shifts G. Horowitz Nir Rosenfeld OffRL CML 26 14 0 13 Feb 2023
Sequential Strategic Screening Lee Cohen Saeed Sharifi-Malvajerd Kevin Stangl A. Vakilian Juba Ziani 28 4 0 31 Jan 2023
Scoring Rules for Performative Binary Prediction Alan Chan 31 1 0 05 Jul 2022
The Equity Framework: Fairness Beyond Equalized Predictive Outcomes Keziah Naggita J. C. Aguma FaML 23 3 0 18 Apr 2022
Performative Power Moritz Hardt Meena Jagadeesan Celestine Mendler-Dünner 19 35 0 31 Mar 2022
On classification of strategic agents who can both game and improve Saba Ahmadi Hedyeh Beyhaghi Avrim Blum Keziah Naggita 16 19 0 28 Feb 2022
Margin-distancing for safe model explanation Tom Yan Chicheng Zhang 28 3 0 23 Feb 2022
Model Transferability With Responsive Decision Subjects Yatong Chen Zeyu Tang Kun Zhang Yang Liu 38 10 0 13 Jul 2021
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses Keegan Harris Daniel Ngo Logan Stapleton Hoda Heidari Zhiwei Steven Wu 16 32 0 12 Jul 2021
Who Leads and Who Follows in Strategic Classification? Tijana Zrnic Eric Mazumdar S. Shankar Sastry Michael I. Jordan 26 50 0 23 Jun 2021
Strategic Classification Made Practical Sagi Levanon Nir Rosenfeld 40 55 0 02 Mar 2021
Classification with Strategically Withheld Data A. Krishnaswamy Haoming Li David B Rein Hanrui Zhang Vincent Conitzer 9 16 0 18 Dec 2020
Performative Prediction Juan C. Perdomo Tijana Zrnic Celestine Mendler-Dünner Moritz Hardt 39 307 0 16 Feb 2020
Decisions, Counterfactual Explanations and Strategic Behavior Stratis Tsirtsis Manuel Gomez Rodriguez 27 58 0 11 Feb 2020
Optimal Decision Making Under Strategic Behavior Stratis Tsirtsis Behzad Tabibian M. Khajehnejad Adish Singla Bernhard Schölkopf Manuel Gomez Rodriguez 18 31 0 22 May 2019