Title
Battery-aware Cyclic Scheduling in Energy-harvesting Federated Learning Eunjeong Jeong Nikolaos Pappas 46 0 0 16 Apr 2025
Personalizing Federated Learning for Hierarchical Edge Networks with Non-IID Data Seunghyun Lee Omid Tavallaie Shuaijun Chen Kanchana Thilakarathna Suranga Seneviratne A. N. Toosi Albert Y. Zomaya 30 0 0 11 Apr 2025
Adaptive Federated Learning with Auto-Tuned Clients J. Kim Taha Toghani César A. Uribe Anastasios Kyrillidis FedML 45 6 0 19 Jun 2023
Now It Sounds Like You: Learning Personalized Vocabulary On Device Sida Wang Ashish Shenoy P. Chuang John Nguyen VLM 33 2 0 05 May 2023
Papaya: Practical, Private, and Scalable Federated Learning Dzmitry Huba John Nguyen Kshitiz Malik Ruiyu Zhu Michael G. Rabbat ... H. Srinivas Kaikai Wang Anthony Shoumikhin Jesik Min Mani Malek FedML 110 137 0 08 Nov 2021
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild Mario Almeida Stefanos Laskaridis Abhinav Mehrotra L. Dudziak Ilias Leontiadis Nicholas D. Lane HAI 112 44 0 28 Sep 2021
Towards Quantifying the Carbon Emissions of Differentially Private Machine Learning Rakshit Naidu Harshita Diddee Ajinkya Mulay Aleti Vardhan Krithika Ramesh Ahmed S. Zamzam 35 14 0 14 Jul 2021
Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications Matthias Paulik M. Seigel Henry Mason Dominic Telaar Joris Kluivers ... Dominic Hughes O. Javidbakht Fei Dong Rehan Rishi Stanley Hung FedML 177 126 0 16 Feb 2021