Strategic Classification is Causal Modeling in Disguise

23 October 2019

Papers citing "Strategic Classification is Causal Modeling in Disguise"

17 / 17 papers shown

Title
Incentive-Aware Machine Learning; Robustness, Fairness, Improvement & Causality Chara Podimata 81 0 0 08 May 2025
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 150 0 0 02 Dec 2024
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 258 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
Performative Prediction: Past and Future Moritz Hardt Celestine Mendler-Dünner 71 23 0 25 Oct 2023
Maximizing Welfare with Incentive-Aware Evaluation Mechanisms Nika Haghtalab Nicole Immorlica Brendan Lucier Jack Z. Wang 31 69 0 03 Nov 2020
The Role of Randomness and Noise in Strategic Classification M. Braverman Sumegha Garg 20 47 0 17 May 2020
Gaming Helps! Learning from Strategic Interactions in Natural Dynamics Yahav Bechavod Katrina Ligett Zhiwei Steven Wu Juba Ziani 33 33 0 17 Feb 2020
Actionable Recourse in Linear Classification Berk Ustun Alexander Spangher Yang Liu FaML 84 545 0 18 Sep 2018
The Disparate Effects of Strategic Manipulation Lily Hu Nicole Immorlica Jennifer Wortman Vaughan 99 165 0 27 Aug 2018
The Social Cost of Strategic Classification S. Milli John Miller Anca Dragan Moritz Hardt 39 179 0 25 Aug 2018
How Do Classifiers Induce Agents To Invest Effort Strategically? Jon M. Kleinberg Manish Raghavan 62 143 0 13 Jul 2018
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR Sandra Wachter Brent Mittelstadt Chris Russell MLAU 65 2,332 0 01 Nov 2017
Strategic Classification from Revealed Preferences Jinshuo Dong Aaron Roth Zachary Schutzman Bo Waggoner Zhiwei Steven Wu 44 178 0 22 Oct 2017
Strategic Classification Moritz Hardt N. Megiddo Christos H. Papadimitriou Mary Wootters 40 368 0 23 Jun 2015
On the Number of Experiments Sufficient and in the Worst Case Necessary to Identify All Causal Relations Among N Variables F. Eberhardt Clark Glymour R. Scheines 60 153 0 04 Jul 2012
Effects of Treatment on the Treated: Identification and Generalization I. Shpitser Judea Pearl CML 73 81 0 09 May 2012