A Contract Theory based Incentive Mechanism for Federated Learning

12 August 2021

Papers citing "A Contract Theory based Incentive Mechanism for Federated Learning"

6 / 6 papers shown

Title
FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding? Marco Bornstein Amrit Singh Bedi Abdirisak Mohamed Furong Huang FedML 44 0 0 22 May 2024
On the Effect of Defections in Federated Learning and How to Prevent Them Minbiao Han Kumar Kshitij Patel Han Shao Lingxiao Wang FedML 38 3 0 28 Nov 2023
Asynchronous Federated Learning with Incentive Mechanism Based on Contract Theory Danni Yang Yun-Gyu Ji Zhoubin Kou Xiaoxiong Zhong Shenglv Zhang FedML 26 2 0 10 Oct 2023
Incentive Allocation in Vertical Federated Learning Based on Bankruptcy Problem Afsana Khan M. T. Thij F. Thuijsman A. Wilbik FedML 33 2 0 07 Jul 2023
Mechanisms that Incentivize Data Sharing in Federated Learning Sai Praneeth Karimireddy Wenshuo Guo Michael I. Jordan FedML 33 45 0 10 Jul 2022
Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective Xuezhen Tu Kun Zhu Nguyen Cong Luong Dusit Niyato Yang Zhang Juan Li FedML AI4CE 38 119 0 20 Nov 2021