Causal Strategic Classification: A Tale of Two Shifts

13 February 2023

Papers citing "Causal Strategic Classification: A Tale of Two Shifts"

30 / 30 papers shown

Title
Incentive-Aware Machine Learning; Robustness, Fairness, Improvement & Causality Chara Podimata 75 0 0 08 May 2025
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 137 0 0 02 Dec 2024
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 218 0 0 13 Nov 2024
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness Maayan Ehrenberg Roy Ganz Nir Rosenfeld AAML 62 0 0 17 Jun 2024
Learning the Distribution Map in Reverse Causal Performative Prediction Daniele Bracale Subha Maity Moulinath Banerjee Yuekai Sun 63 3 0 24 May 2024
Strategic Representation V. Nair Ganesh Ghalme Inbal Talgam-Cohen Nir Rosenfeld 35 6 0 17 Jun 2022
Strategic Classification with Graph Neural Networks Itay Eilat Ben Finkelshtein Chaim Baskin Nir Rosenfeld 71 13 0 31 May 2022
Learning Losses for Strategic Classification Tosca Lechner Ruth Urner 25 20 0 25 Mar 2022
On classification of strategic agents who can both game and improve Saba Ahmadi Hedyeh Beyhaghi Avrim Blum Keziah Naggita 90 19 0 28 Feb 2022
Generalized Strategic Classification and the Case of Aligned Incentives Sagi Levanon Nir Rosenfeld 29 27 0 09 Feb 2022
Unfairness Despite Awareness: Group-Fair Classification with Strategic Agents Andrew Estornell Sanmay Das Yang Liu Yevgeniy Vorobeychik FaML 29 10 0 06 Dec 2021
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses Keegan Harris Daniel Ngo Logan Stapleton Hoda Heidari Zhiwei Steven Wu 27 35 0 12 Jul 2021
Alternative Microfoundations for Strategic Classification Meena Jagadeesan Celestine Mendler-Dünner Moritz Hardt 37 47 0 24 Jun 2021
Who Leads and Who Follows in Strategic Classification? Tijana Zrnic Eric Mazumdar S. Shankar Sastry Michael I. Jordan 33 52 0 23 Jun 2021
Zeroth-Order Methods for Convex-Concave Minmax Problems: Applications to Decision-Dependent Risk Minimization C. Maheshwari Chih-Yuan Chiu Eric Mazumdar S. Shankar Sastry Lillian J. Ratliff 38 24 0 16 Jun 2021
Strategic Classification Made Practical Sagi Levanon Nir Rosenfeld 47 58 0 02 Mar 2021
Information Discrepancy in Strategic Learning Yahav Bechavod Chara Podimata Zhiwei Steven Wu Juba Ziani 61 48 0 01 Mar 2021
Strategic Classification in the Dark Ganesh Ghalme V. Nair Itay Eilat Inbal Talgam-Cohen Nir Rosenfeld 37 59 0 23 Feb 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 84 99 0 17 Feb 2021
PAC-Learning for Strategic Classification Ravi Sundaram A. Vullikanti Haifeng Xu Fan Yao AAML 30 41 0 06 Dec 2020
Maximizing Welfare with Incentive-Aware Evaluation Mechanisms Nika Haghtalab Nicole Immorlica Brendan Lucier Jack Z. Wang 21 69 0 03 Nov 2020
Linear Classifiers that Encourage Constructive Adaptation Yatong Chen Jialu Wang Yang Liu 52 16 0 31 Oct 2020
The Strategic Perceptron Saba Ahmadi Hedyeh Beyhaghi Avrim Blum Keziah Naggita 23 47 0 04 Aug 2020
Causal Strategic Linear Regression Yonadav Shavit Benjamin L. Edelman Brian Axelrod 30 77 0 24 Feb 2020
Performative Prediction Juan C. Perdomo Tijana Zrnic Celestine Mendler-Dünner Moritz Hardt 94 313 0 16 Feb 2020
Decisions, Counterfactual Explanations and Strategic Behavior Stratis Tsirtsis Manuel Gomez Rodriguez 87 60 0 11 Feb 2020
Strategic Classification is Causal Modeling in Disguise John Miller S. Milli Moritz Hardt 18 109 0 23 Oct 2019
How Do Classifiers Induce Agents To Invest Effort Strategically? Jon M. Kleinberg Manish Raghavan 57 143 0 13 Jul 2018
Strategic Classification from Revealed Preferences Jinshuo Dong Aaron Roth Zachary Schutzman Bo Waggoner Zhiwei Steven Wu 40 178 0 22 Oct 2017
Strategic Classification Moritz Hardt N. Megiddo Christos H. Papadimitriou Mary Wootters 33 368 0 23 Jun 2015