Cross-Silo Federated Learning: Challenges and Opportunities

Cross-Silo Federated Learning: Challenges and Opportunities

26 June 2022

Xin Liu

Papers citing "Cross-Silo Federated Learning: Challenges and Opportunities"

9 / 9 papers shown

Title
Vertical Federated Learning: Challenges, Methodologies and Experiments Kang Wei Jun Li Chuan Ma Ming Ding Sha Wei Fan Wu Guihai Chen Thilina Ranbaduge FedML 32 89 0 09 Feb 2022
Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Production Federated Learning Virat Shejwalkar Amir Houmansadr Peter Kairouz Daniel Ramage AAML 97 215 0 23 Aug 2021
Federated Learning on Non-IID Data: A Survey Hangyu Zhu Jinjin Xu Shiqing Liu Yaochu Jin OOD FedML 74 790 0 12 Jun 2021
Model-sharing Games: Analyzing Federated Learning Under Voluntary Participation Kate Donahue Jon M. Kleinberg FedML 48 80 0 02 Oct 2020
Robust Aggregation for Federated Learning Krishna Pillutla Sham Kakade Zaïd Harchaoui FedML 98 651 0 31 Dec 2019
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 206 6,229 0 10 Dec 2019
Federated Learning: Challenges, Methods, and Future Directions Tian Li Anit Kumar Sahu Ameet Talwalkar Virginia Smith FedML 109 4,496 0 21 Aug 2019
Motivating Workers in Federated Learning: A Stackelberg Game Perspective Y. Sarikaya Ozgur Ercetin FedML 42 185 0 06 Aug 2019
Data Shapley: Equitable Valuation of Data for Machine Learning Amirata Ghorbani James Zou TDI FedML 74 778 0 05 Apr 2019