Benchmarking FedAvg and FedCurv for Image Classification Tasks

31 March 2023

Papers citing "Benchmarking FedAvg and FedCurv for Image Classification Tasks"

5 / 5 papers shown

Title
Federated and Transfer Learning for Cancer Detection Based on Image Analysis Amine Bechar Y. Elmir Yassine Himeur Rafik Medjoudj Abbes Amira MedIm 46 4 0 30 May 2024
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios Bruno Casella Roberto Esposito A. Sciarappa C. Cavazzoni Marco Aldinucci FedML 37 14 0 19 Mar 2023
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 197 651 0 27 Oct 2021
Federated Learning on Non-IID Data Silos: An Experimental Study Yue Liu Yiqun Diao Quan Chen Bingsheng He FedML OOD 101 950 0 03 Feb 2021
FedML: A Research Library and Benchmark for Federated Machine Learning Chaoyang He Songze Li Jinhyun So Xiao Zeng Mi Zhang ... Yang Liu Ramesh Raskar Qiang Yang M. Annavaram Salman Avestimehr FedML 168 564 0 27 Jul 2020