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Consequential decision-making incentivizes individuals to strategically adapt their behavior to the specifics of the decision rule.
The economic theory of agency: The principal’s problem
Stephen A Ross · 1973
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Why some long-term incentives fail
Jude T Rich and John A Larson · 1984
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Multitask principal–agent analyses: Incentive contracts, asset ownership, and job design
Bengt Holmstrom and Paul Milgrom · 1991
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An analysis of the principal-agent problem
Sanford J Grossman and Oliver D Hart · 1992
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Graphical models of applicants for credit
DJ Hand, KJ McConway, and E Stanghellini · 1997
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Adversarial classification
Nilesh Dalvi, Pedro Domingos, Sumit Sanghai, Deepak Verma, et al · 2004
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On the number of experiments sufficient and in the worst case necessary to identify all causal relations among n variables
Frederick Eberhardt, Clark Glymour, and Richard Scheines · 2005
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Causality
Judea Pearl · 2009
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Effects of treatment on the treated: identification and generalization
Ilya Shpitser and Judea Pearl · 2009
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Static prediction games for adversarial learning problems
Michael Brückner, Christian Kanzow, and Tobias Scheffer · 2012
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The window tax: A case study in excess burden
Wallace E Oates and Robert M Schwab · 2015
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The spillover effects of monitoring: A field experiment
Michèle Belot and Marina Schröder · 2016
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Motivational spillovers from awards: Crowding out in a multitasking environment
Timothy Gubler, Ian Larkin, and Lamar Pierce · 2016
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Strategic classification
Moritz Hardt, Nimrod Megiddo, Christos Papadimitriou, and Mary Wootters · 2016
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Elements of Causal Inference: Foundations and Learning Algorithms
J. Peters, D. Janzing, and B. Schölkopf · 2017
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The algorithm game
Jane Bambauer and Tal Zarsky · 2018
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When users control the algorithms: values expressed in practices on twitter
Jenna Burrell, Zoe Kahn, Anne Jonas, and Daniel Griffin · 2019
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Understanding agent incentives using causal influence diagrams, part i: single action settings
Tom Everitt, Pedro A Ortega, Elizabeth Barnes, and Shane Legg · 2019
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The disparate effects of strategic manipulation
Lily Hu, Nicole Immorlica, and Jennifer Wortman Vaughan · 2019
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Optimal decision making under strategic behavior
Moein Khajehnejad, Behzad Tabibian, Bernhard Schölkopf, Adish Singla, and Manuel Gomez-Rodriguez · 2019
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How do classifiers induce agents to invest effort strategically?
Jon Kleinberg and Manish Raghavan · 2019
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Strategic classification from revealed preferences
Jinshuo Dong, Aaron Roth, Zachary Schutzman, Bo Waggoner, and Zhiwei Steven Wu · 2018
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Multiagent evaluation mechanisms
Tal Alon, Magdalen Dobson, Ariel D Procaccia, Inbal Talgam-Cohen, and Jamie Tucker-Foltz · 2019
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The role of randomness and noise in strategic classification
Mark Braverman and Sumegha Garg · 2019
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The social cost of strategic classification
Smitha Milli, John Miller, Anca D Dragan, and Moritz Hardt · 2019
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Actionable recourse in linear classification
Berk Ustun, Alexander Spangher, and Yang Liu · 2019
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Rethinking gaming: The ethical work of optimization in web search engines
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Maximizing welfare with incentive-aware evaluation mechanisms
Nika Haghtalab, Nicole Immorlica, Brendan Lucier, and Jack Wang · 2020
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