Equal Improvability: A New Fairness Notion Considering the Long-term
Impact

Equal Improvability: A New Fairness Notion Considering the Long-term Impact

13 October 2022

Ramtin Pedarsani

Papers citing "Equal Improvability: A New Fairness Notion Considering the Long-term Impact"

11 / 11 papers shown

Title
You Only Debias Once: Towards Flexible Accuracy-Fairness Trade-offs at Inference Time Xiaotian Han Tianlong Chen Kaixiong Zhou Zhimeng Jiang Zhangyang Wang Xia Hu 159 0 0 10 Mar 2025
MAFE: Multi-Agent Fair Environments for Decision-Making Systems Zachary McBride Lazri Anirudh Nakra Ivan Brugere Danial Dervovic Antigoni Polychroniadou Furong Huang Dana Dachman-Soled Min Wu 60 0 0 25 Feb 2025
Learning-Augmented Robust Algorithmic Recourse Kshitij Kayastha Vasilis Gkatzelis Shahin Jabbari 34 0 0 02 Oct 2024
Long-Term Fairness in Sequential Multi-Agent Selection with Positive Reinforcement Bhagyashree Puranik Ozgur Guldogan Upamanyu Madhow Ramtin Pedarsani 26 0 0 10 Jul 2024
Addressing Polarization and Unfairness in Performative Prediction Kun Jin Tian Xie Yang Liu Xueru Zhang 47 2 0 24 Jun 2024
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges Usman Gohar Zeyu Tang Jialu Wang Kun Zhang Peter Spirtes Yang Liu Lu Cheng FaML 63 3 0 10 Jun 2024
Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions Tian Xie Xueru Zhang 27 3 0 12 May 2024
Non-linear Welfare-Aware Strategic Learning Tian Xie Xueru Zhang 27 5 0 03 May 2024
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate Yuancheng Xu Chenghao Deng Yanchao Sun Ruijie Zheng Xiyao Wang Jieyu Zhao Furong Huang 27 4 0 07 Sep 2023
Mitigating Source Bias for Fairer Weak Supervision Changho Shin Sonia Cromp Dyah Adila Frederic Sala 26 2 0 30 Mar 2023
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