Title
Research in Collaborative Learning Does Not Serve Cross-Silo Federated Learning in Practice Kevin Kuo Chhavi Yadav Virginia Smith FedML 156 0 0 14 Oct 2025
A Privacy-Preserving Federated Framework with Hybrid Quantum-Enhanced Learning for Financial Fraud Detection Abhishek Sawaika Swetang Krishna Tushar Tomar Durga Pritam Suggisetti Aditi Lal Tanmaya Shrivastav Nouhaila Innan Muhammad Shafique FedML 120 5 0 15 Jul 2025
FL-APU: A Software Architecture to Ease Practical Implementation of Cross-Silo Federated Learning F. Stricker J. A. Peregrina D. Bermbach C. Zirpins FedML 273 1 0 31 Jan 2025
Federated Learning in Practice: Reflections and ProjectionsInternational Conference on Trust, Privacy and Security in Intelligent Systems and Applications (ICPSISA), 2024 Katharine Daly Hubert Eichner Peter Kairouz H. B. McMahan Daniel Ramage Zheng Xu FedML 292 28 0 11 Oct 2024
LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models Juntaek Lim Youngeun Kwon Ranggi Hwang Kiwan Maeng Edward Suh Minsoo Rhu SyDa 182 1 0 12 Apr 2024
You Still See Me: How Data Protection Supports the Architecture of ML SurveillanceAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2024 Rui-Jie Yew Lucy Qin Suresh Venkatasubramanian 186 4 0 09 Feb 2024
Fast FixMatch: Faster Semi-Supervised Learning with Curriculum Batch SizeInternational Symposium on Information Theory (ISIT), 2023 John Chen Chen Dun Anastasios Kyrillidis 175 4 0 07 Sep 2023
Efficient and Light-Weight Federated Learning via Asynchronous Distributed DropoutInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Chen Dun Mirian Hipolito Garcia C. Jermaine Dimitrios Dimitriadis Anastasios Kyrillidis 200 28 0 28 Oct 2022
Decision Models for Selecting Federated Learning Architecture Patterns Sin Kit Lo Qinghua Lu Hye-Young Paik Liming Zhu AI4CE FedML 177 0 0 28 Apr 2022