Title
Private Collaborative Edge Inference via Over-the-Air Computation Selim F. Yilmaz Burak Hasircioglu Li Qiao Deniz Gunduz FedML 114 1 0 30 Jul 2024
Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing Dinh C. Nguyen Ming Ding P. Pathirana Aruna Seneviratne Albert Y. Zomaya FedML MedIm 128 84 0 14 Oct 2021
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges Mingzhe Chen Deniz Gündüz Kaibin Huang Walid Saad M. Bennis Aneta Vulgarakis Feljan H. Vincent Poor 116 416 0 05 Apr 2021
Federated mmWave Beam Selection Utilizing LIDAR Data Mahdi Boloursaz Mashhadi Mikolaj Jankowski Tze-Yang Tung S. Kobus Deniz Gunduz 39 56 0 04 Feb 2021
FedADC: Accelerated Federated Learning with Drift Control Emre Ozfatura Kerem Ozfatura Deniz Gunduz FedML 92 38 0 16 Dec 2020
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks F. Wilhelmi Marc Carrascosa C. Cano Anders Jonsson V. Ram B. Bellalta 26 30 0 17 May 2020
Adaptive Federated Optimization Sashank J. Reddi Zachary B. Charles Manzil Zaheer Zachary Garrett Keith Rush Jakub Konecný Sanjiv Kumar H. B. McMahan FedML 183 1,452 0 29 Feb 2020
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 668 5,839 0 25 Jul 2019
Federated Learning over Wireless Fading Channels M. Amiri Deniz Gunduz 115 510 0 23 Jul 2019
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 146 2,203 0 02 Feb 2017
Federated Learning: Strategies for Improving Communication Efficiency Jakub Konecný H. B. McMahan Felix X. Yu Peter Richtárik A. Suresh Dave Bacon FedML 309 4,655 0 18 Oct 2016