Linear Classifiers that Encourage Constructive Adaptation

Linear Classifiers that Encourage Constructive Adaptation

31 October 2020

Yang Liu

Papers citing "Linear Classifiers that Encourage Constructive Adaptation"

16 / 16 papers shown

Title
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness Maayan Ehrenberg Roy Ganz Nir Rosenfeld AAML 56 0 0 17 Jun 2024
Classification Under Strategic Self-Selection G. Horowitz Yonatan Sommer Moran Koren Nir Rosenfeld 40 5 0 23 Feb 2024
One-Shot Strategic Classification Under Unknown Costs Elan Rosenfeld Nir Rosenfeld OffRL 38 8 0 05 Nov 2023
The Risks of Recourse in Binary Classification H. Fokkema Damien Garreau T. Erven FaML 26 4 0 01 Jun 2023
Performative Prediction with Bandit Feedback: Learning through Reparameterization Yatong Chen Wei Tang Chien-Ju Ho Yang Liu 42 3 0 01 May 2023
Iterative Partial Fulfillment of Counterfactual Explanations: Benefits and Risks Yilun Zhou 47 0 0 17 Mar 2023
Causal Strategic Classification: A Tale of Two Shifts G. Horowitz Nir Rosenfeld OffRL CML 26 14 0 13 Feb 2023
Improvement-Focused Causal Recourse (ICR) Gunnar Konig Timo Freiesleben Moritz Grosse-Wentrup CML 39 15 0 27 Oct 2022
Equal Improvability: A New Fairness Notion Considering the Long-term Impact Ozgur Guldogan Yuchen Zeng Jy-yong Sohn Ramtin Pedarsani Kangwook Lee FaML 37 13 0 13 Oct 2022
Strategic Representation V. Nair Ganesh Ghalme Inbal Talgam-Cohen Nir Rosenfeld 33 6 0 17 Jun 2022
Metric-Fair Classifier Derandomization Jimmy Wu Yatong Chen Yang Liu FaML 61 5 0 15 Jun 2022
Fairness Transferability Subject to Bounded Distribution Shift Yatong Chen Reilly P. Raab Jialu Wang Yang Liu 27 34 0 31 May 2022
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 82 97 0 17 Feb 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent Zachary Izzo Lexing Ying James Zou 87 74 0 15 Feb 2021
On the Fairness of Causal Algorithmic Recourse Julius von Kügelgen Amir-Hossein Karimi Umang Bhatt Isabel Valera Adrian Weller Bernhard Schölkopf FaML 80 82 0 13 Oct 2020
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,092 0 24 Oct 2016