Collaborative Machine Learning Markets with Data-Replication-Robust
Payments

Collaborative Machine Learning Markets with Data-Replication-Robust Payments

8 November 2019

Sebastian Tschiatschek

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Papers citing "Collaborative Machine Learning Markets with Data-Replication-Robust Payments"

11 / 11 papers shown

Title
Data Overvaluation Attack and Truthful Data Valuation in Federated Learning Shuyuan Zheng Sudong Cai Chuan Xiao Yang Cao Jianbin Qin Masatoshi Yoshikawa Makoto Onizuka TDI AAML 171 0 0 01 Feb 2025
A Comprehensive Study of Shapley Value in Data Analytics Hong Lin Shixin Wan Zhongle Xie Ke Chen Meihui Zhang Lidan Shou Gang Chen 182 0 0 02 Dec 2024
Bayesian Regression Markets Thomas Falconer J. Kazempour Pierre Pinson 147 3 0 23 Oct 2023
A Note on "Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms" Wei Ping Yue Liu TDI 88 44 0 09 Apr 2023
Probably Approximate Shapley Fairness with Applications in Machine Learning Zijian Zhou Xinyi Xu Rachael Hwee Ling Sim Chuan-Sheng Foo K. H. Low TDI 70 10 0 01 Dec 2022
Secure Shapley Value for Cross-Silo Federated Learning (Technical Report) Shuyuan Zheng Yang Cao Masatoshi Yoshikawa FedML 111 25 0 11 Sep 2022
Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards Sebastian Shenghong Tay Xinyi Xu Chuan-Sheng Foo Bryan Kian Hsiang Low SyDa 65 32 0 17 Dec 2021
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 97 124 0 20 Nov 2021
Data Pricing in Machine Learning Pipelines Zicun Cong Xuan Luo J. Pei Feida Zhu Yong Zhang 60 49 0 18 Aug 2021
Collaborative Machine Learning with Incentive-Aware Model Rewards Rachael Hwee Ling Sim Yehong Zhang M. Chan Hsiang Low FedML 176 126 0 24 Oct 2020
Replication-Robust Payoff-Allocation for Machine Learning Data Markets Dongge Han Michael Wooldridge A. Rogers O. Ohrimenko Sebastian Tschiatschek 91 6 0 25 Jun 2020