The Role of Randomness and Noise in Strategic Classification

17 May 2020

Papers citing "The Role of Randomness and Noise in Strategic Classification"

31 / 31 papers shown

Title
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
Minimax Group Fairness in Strategic Classification Emily Diana Saeed Sharifi-Malvajerdi A. Vakilian FaML 89 1 0 03 Oct 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
Learnability Gaps of Strategic Classification Lee Cohen Yishay Mansour Shay Moran Han Shao 86 9 0 29 Feb 2024
Bayesian Strategic Classification Lee Cohen Saeed Sharifi-Malvajerdi Kevin Stangl A. Vakilian Juba Ziani 84 6 0 13 Feb 2024
Choosing the Right Weights: Balancing Value, Strategy, and Noise in Recommender Systems S. Milli Emma Pierson Nikhil Garg 45 9 0 27 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
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
Metric-Fair Classifier Derandomization Jimmy Wu Yatong Chen Yang Liu FaML 150 6 0 15 Jun 2022
Addressing Strategic Manipulation Disparities in Fair Classification Vijay Keswani L. E. Celis 89 3 0 22 May 2022
Policy Learning with Competing Agents Roshni Sahoo Stefan Wager 99 10 0 04 Apr 2022
Performative Power Moritz Hardt Meena Jagadeesan Celestine Mendler-Dünner 75 40 0 31 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
Strategic Ranking Lydia T. Liu Nikhil Garg C. Borgs 61 20 0 16 Sep 2021
Alternative Microfoundations for Strategic Classification Meena Jagadeesan Celestine Mendler-Dünner Moritz Hardt 85 50 0 24 Jun 2021
Who Leads and Who Follows in Strategic Classification? Tijana Zrnic Eric Mazumdar S. Shankar Sastry Michael I. Jordan 87 55 0 23 Jun 2021
Information Discrepancy in Strategic Learning Yahav Bechavod Chara Podimata Zhiwei Steven Wu Juba Ziani 142 50 0 01 Mar 2021
Strategic Classification in the Dark Ganesh Ghalme V. Nair Itay Eilat Inbal Talgam-Cohen Nir Rosenfeld 95 62 0 23 Feb 2021
PAC-Learning for Strategic Classification Ravi Sundaram A. Vullikanti Haifeng Xu Fan Yao AAML 106 44 0 06 Dec 2020
Treatment Allocation with Strategic Agents Evan Munro 85 6 0 12 Nov 2020
The Strategic Perceptron Saba Ahmadi Hedyeh Beyhaghi Avrim Blum Keziah Naggita 72 51 0 04 Aug 2020
Causal Strategic Linear Regression Yonadav Shavit Benjamin L. Edelman Brian Axelrod 112 82 0 24 Feb 2020
Strategic Classification is Causal Modeling in Disguise John Miller S. Milli Moritz Hardt 95 114 0 23 Oct 2019
Optimal Decision Making Under Strategic Behavior Stratis Tsirtsis Behzad Tabibian M. Khajehnejad Adish Singla Bernhard Schölkopf Manuel Gomez Rodriguez 170 33 0 22 May 2019