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PAC-Learning for Strategic Classification

6 December 2020

Papers citing "PAC-Learning for Strategic Classification"

33 / 33 papers shown

Title
Strategic Filtering for Content Moderation: Free Speech or Free of Distortion? Saba Ahmadi Avrim Blum Haifeng Xu Fan Yao 0 0 0 26 Jul 2025
COBRA: Contextual Bandit Algorithm for Ensuring Truthful Strategic Agents Arun Verma Indrajit Saha Makoto Yokoo Bryan Kian Hsiang Low 66 0 0 29 May 2025
Strategic Classification with Non-Linear Classifiers Benyamin Trachtenberg Nir Rosenfeld 42 0 0 29 May 2025
Incentive-Aware Machine Learning; Robustness, Fairness, Improvement & Causality Chara Podimata 138 1 0 08 May 2025
Anticipating Gaming to Incentivize Improvement: Guiding Agents in (Fair) Strategic Classification Sura Alhanouti Parinaz Naghizadeh 64 0 0 08 May 2025
Learning Classifiers That Induce Markets Yonatan Sommer Ivri Hikri Lotan Amit Nir Rosenfeld 132 0 0 27 Feb 2025
Machine Learning Should Maximize Welfare, but Not by (Only) Maximizing Accuracy Nir Rosenfeld Haifeng Xu FaML HAI 132 2 0 17 Feb 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 164 2 0 02 Dec 2024
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 377 0 0 13 Nov 2024
Minimax Group Fairness in Strategic Classification Emily Diana Saeed Sharifi-Malvajerdi A. Vakilian FaML 104 1 0 03 Oct 2024
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification Saba Ahmadi Kunhe Yang Hanrui Zhang 99 3 0 16 Jul 2024
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness Maayan Ehrenberg Roy Ganz Nir Rosenfeld AAML 141 1 0 17 Jun 2024
Strategic Linear Contextual Bandits Thomas Kleine Buening Aadirupa Saha Christos Dimitrakakis Haifeng Xu 114 1 0 01 Jun 2024
Non-linear Welfare-Aware Strategic Learning Tian Xie Xueru Zhang 88 7 0 03 May 2024
Algorithmic Decision-Making under Agents with Persistent Improvement Tian Xie Xuwei Tan Xueru Zhang 84 4 0 03 May 2024
Learnability Gaps of Strategic Classification Lee Cohen Yishay Mansour Shay Moran Han Shao 91 9 0 29 Feb 2024
Classification Under Strategic Self-Selection G. Horowitz Yonatan Sommer Moran Koren Nir Rosenfeld 85 7 0 23 Feb 2024
One-Shot Strategic Classification Under Unknown Costs Elan Rosenfeld Nir Rosenfeld OffRL 123 9 0 05 Nov 2023
Strategic Classification under Unknown Personalized Manipulation Han Shao Avrim Blum Omar Montasser 81 16 0 25 May 2023
Fundamental Bounds on Online Strategic Classification Saba Ahmadi Avrim Blum Kunhe Yang 91 13 0 23 Feb 2023
Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction Tom Yan Shantanu Gupta Zachary Chase Lipton CML 91 1 0 14 Feb 2023
Causal Strategic Classification: A Tale of Two Shifts G. Horowitz Nir Rosenfeld OffRL CML 115 18 0 13 Feb 2023
Adversarial Robustness for Tabular Data through Cost and Utility Awareness Klim Kireev B. Kulynych Carmela Troncoso AAML 97 20 0 27 Aug 2022
Strategic Representation V. Nair Ganesh Ghalme Inbal Talgam-Cohen Nir Rosenfeld 67 6 0 17 Jun 2022
Strategic Classification with Graph Neural Networks Itay Eilat Ben Finkelshtein Chaim Baskin Nir Rosenfeld 113 13 0 31 May 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 75 6 0 28 Feb 2022
Generalized Strategic Classification and the Case of Aligned Incentives Sagi Levanon Nir Rosenfeld 81 27 0 09 Feb 2022
How to Learn when Data Gradually Reacts to Your Model Zachary Izzo James Zou Lexing Ying OOD 55 24 0 13 Dec 2021
Strategic Classification Made Practical Sagi Levanon Nir Rosenfeld 103 63 0 02 Mar 2021
Information Discrepancy in Strategic Learning Yahav Bechavod Chara Podimata Zhiwei Steven Wu Juba Ziani 148 50 0 01 Mar 2021
Strategic Classification in the Dark Ganesh Ghalme V. Nair Itay Eilat Inbal Talgam-Cohen Nir Rosenfeld 119 63 0 23 Feb 2021
Framing Effects on Strategic Information Design under Receiver Distrust and Unknown State Doris E. M. Brown Venkata Sriram Siddhardh Nadendla LLMSV 16 0 0 12 May 2020