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Causal Strategic Linear Regression

24 February 2020

Papers citing "Causal Strategic Linear Regression"

33 / 33 papers shown

Title
Performative Validity of Recourse Explanations Gunnar Konig Hidde Fokkema Timo Freiesleben Celestine Mendler-Dünner Ulrike on Luxburg 7 0 0 18 Jun 2025
Strategic Classification with Non-Linear Classifiers Benyamin Trachtenberg Nir Rosenfeld 16 0 0 29 May 2025
Estimating Misreporting in the Presence of Genuine Modification: A Causal Perspective Dylan Zapzalka Trenton Chang Lindsay Warrenburg Sae-Hwan Park Daniel K. Shenfeld Ravi B. Parikh Jenna Wiens Maggie Makar 19 0 0 29 May 2025
Incentive-Aware Machine Learning; Robustness, Fairness, Improvement & Causality Chara Podimata 129 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
Machine Learning Should Maximize Welfare, but Not by (Only) Maximizing Accuracy Nir Rosenfeld Haifeng Xu FaML HAI 114 2 0 17 Feb 2025
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 212 0 0 02 Dec 2024
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 367 0 0 13 Nov 2024
Learning the Distribution Map in Reverse Causal Performative Prediction Daniele Bracale Subha Maity Moulinath Banerjee Yuekai Sun 130 3 0 24 May 2024
Learnability Gaps of Strategic Classification Lee Cohen Yishay Mansour Shay Moran Han Shao 86 9 0 29 Feb 2024
Causal Strategic Classification: A Tale of Two Shifts G. Horowitz Nir Rosenfeld OffRL CML 100 18 0 13 Feb 2023
Improvement-Focused Causal Recourse (ICR) Gunnar Konig Timo Freiesleben Moritz Grosse-Wentrup CML 76 16 0 27 Oct 2022
Optimizing the Performative Risk under Weak Convexity Assumptions Yulai Zhao 65 5 0 02 Sep 2022
A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms Amanda Coston Anna Kawakami Haiyi Zhu Kenneth Holstein Hoda Heidari 88 35 0 30 Jun 2022
Generalized Strategic Classification and the Case of Aligned Incentives Sagi Levanon Nir Rosenfeld 59 27 0 09 Feb 2022
Bayesian Persuasion for Algorithmic Recourse Keegan Harris Valerie Chen Joon Sik Kim Ameet Talwalkar Hoda Heidari Zhiwei Steven Wu 64 15 0 12 Dec 2021
A Causal Perspective on Meaningful and Robust Algorithmic Recourse Gunnar Konig Timo Freiesleben Moritz Grosse-Wentrup 100 18 0 16 Jul 2021
Model Transferability With Responsive Decision Subjects Yatong Chen Zeyu Tang Kun Zhang Yang Liu 119 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 62 36 0 12 Jul 2021
Alternative Microfoundations for Strategic Classification Meena Jagadeesan Celestine Mendler-Dünner Moritz Hardt 74 50 0 24 Jun 2021
Who Leads and Who Follows in Strategic Classification? Tijana Zrnic Eric Mazumdar S. Shankar Sastry Michael I. Jordan 84 55 0 23 Jun 2021
Stateful Strategic Regression Keegan Harris Hoda Heidari Zhiwei Steven Wu 64 31 0 07 Jun 2021
Strategic Classification Made Practical Sagi Levanon Nir Rosenfeld 85 60 0 02 Mar 2021
Information Discrepancy in Strategic Learning Yahav Bechavod Chara Podimata Zhiwei Steven Wu Juba Ziani 142 50 0 01 Mar 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 129 102 0 17 Feb 2021
PAC-Learning for Strategic Classification Ravi Sundaram A. Vullikanti Haifeng Xu Fan Yao AAML 106 44 0 06 Dec 2020
Performative Prediction in a Stateful World Gavin Brown Shlomi Hod Iden Kalemaj 112 85 0 08 Nov 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 62 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
A Possibility in Algorithmic Fairness: Can Calibration and Equal Error Rates Be Reconciled? Claire Lazar Reich Suhas Vijaykumar FaML 55 19 0 18 Feb 2020
Gaming Helps! Learning from Strategic Interactions in Natural Dynamics Yahav Bechavod Katrina Ligett Zhiwei Steven Wu Juba Ziani 74 33 0 17 Feb 2020
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