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Gaming Helps! Learning from Strategic Interactions in Natural Dynamics

17 February 2020

Papers citing "Gaming Helps! Learning from Strategic Interactions in Natural Dynamics"

22 / 22 papers shown

Title
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
Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction Tom Yan Shantanu Gupta Zachary Chase Lipton CML 61 1 0 14 Feb 2023
Improvement-Focused Causal Recourse (ICR) Gunnar Konig Timo Freiesleben Moritz Grosse-Wentrup CML 76 16 0 27 Oct 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
Stochastic Approximation with Decision-Dependent Distributions: Asymptotic Normality and Optimality Joshua Cutler Mateo Díaz Dmitriy Drusvyatskiy 96 7 0 09 Jul 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 139 22 0 28 Feb 2022
Multiplayer Performative Prediction: Learning in Decision-Dependent Games Adhyyan Narang Evan Faulkner Dmitriy Drusvyatskiy Maryam Fazel Lillian J. Ratliff 76 43 0 10 Jan 2022
Stochastic Optimization under Distributional Drift Joshua Cutler Dmitriy Drusvyatskiy Zaïd Harchaoui 87 16 0 16 Aug 2021
Strategic Classification Made Practical Sagi Levanon Nir Rosenfeld 85 60 0 02 Mar 2021
Strategic Classification in the Dark Ganesh Ghalme V. Nair Itay Eilat Inbal Talgam-Cohen Nir Rosenfeld 83 62 0 23 Feb 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 129 102 0 17 Feb 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent Zachary Izzo Lexing Ying James Zou 132 77 0 15 Feb 2021
PAC-Learning for Strategic Classification Ravi Sundaram A. Vullikanti Haifeng Xu Fan Yao AAML 106 44 0 06 Dec 2020
Linear Classifiers that Encourage Constructive Adaptation Yatong Chen Jialu Wang Yang Liu 97 16 0 31 Oct 2020
The Strategic Perceptron Saba Ahmadi Hedyeh Beyhaghi Avrim Blum Keziah Naggita 69 51 0 04 Aug 2020
From Predictions to Decisions: Using Lookahead Regularization Nir Rosenfeld Sophie Hilgard S. Ravindranath David C. Parkes 44 21 0 20 Jun 2020
Causal Strategic Linear Regression Yonadav Shavit Benjamin L. Edelman Brian Axelrod 112 82 0 24 Feb 2020
Performative Prediction Juan C. Perdomo Tijana Zrnic Celestine Mendler-Dünner Moritz Hardt 163 322 0 16 Feb 2020
Strategic Classification is Causal Modeling in Disguise John Miller S. Milli Moritz Hardt 80 114 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