Probably Approximate Shapley Fairness with Applications in Machine
Learning

Probably Approximate Shapley Fairness with Applications in Machine Learning

1 December 2022

Xinyi Xu

Rachael Hwee Ling Sim

Chuan-Sheng Foo

Papers citing "Probably Approximate Shapley Fairness with Applications in Machine Learning"

7 / 7 papers shown

Title
Data value estimation on private gradients Zijian Zhou Xinyi Xu Daniela Rus Bryan Kian Hsiang Low 72 0 0 22 Dec 2024
shapiq: Shapley Interactions for Machine Learning Maximilian Muschalik Hubert Baniecki Fabian Fumagalli Patrick Kolpaczki Barbara Hammer Eyke Hüllermeier TDI 19 9 0 02 Oct 2024
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning Zijian Zhou Xiaoqiang Lin Xinyi Xu Alok Prakash Daniela Rus K. H. Low 25 2 0 22 May 2024
Fair yet Asymptotically Equal Collaborative Learning Xiaoqiang Lin Xinyi Xu See-Kiong Ng Chuan-Sheng Foo Bryan Kian Hsiang Low FedML 8 7 0 09 Jun 2023
Collaborative Machine Learning with Incentive-Aware Model Rewards Rachael Hwee Ling Sim Yehong Zhang M. Chan Hsiang Low FedML 109 124 0 24 Oct 2020
A Multilinear Sampling Algorithm to Estimate Shapley Values Ramin Okhrati Aldo Lipani TDI FAtt 68 38 0 22 Oct 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 241 13,283 0 25 Aug 2014