Fair yet Asymptotically Equal Collaborative Learning

Fair yet Asymptotically Equal Collaborative Learning

9 June 2023

Xinyi Xu

See-Kiong Ng

Chuan-Sheng Foo

Bryan Kian Hsiang Low

Papers citing "Fair yet Asymptotically Equal Collaborative Learning"

7 / 7 papers shown

Title
A Comprehensive Study of Shapley Value in Data Analytics Hong Lin Shixin Wan Zhongle Xie Ke Chen Meihui Zhang Lidan Shou Gang Chen 90 0 0 02 Dec 2024
Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions Jingtan Wang Xiaoqiang Lin Rui Qiao Chuan-Sheng Foo Bryan Kian Hsiang Low TDI 35 3 0 07 Jun 2024
Redefining Contributions: Shapley-Driven Federated Learning Nurbek Tastan Samar Fares Toluwani Aremu Samuel Horváth Karthik Nandakumar FedML 33 4 0 01 Jun 2024
Don't Forget What I did?: Assessing Client Contributions in Federated Learning Bishwamittra Ghosh Debabrota Basu Huazhu Fu Wang Yuan Renuga Kanagavelu Jiang Jin Peng Liu Yong Goh Siow Mong Rick Qingsong Wei FedML 18 0 0 11 Mar 2024
A Field Guide to Federated Optimization Jianyu Wang Zachary B. Charles Zheng Xu Gauri Joshi H. B. McMahan ... Mi Zhang Tong Zhang Chunxiang Zheng Chen Zhu Wennan Zhu FedML 173 410 0 14 Jul 2021
The Shapley Value of Classifiers in Ensemble Games Benedek Rozemberczki Rik Sarkar FAtt FedML TDI 51 33 0 06 Jan 2021
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