A Universal Metric of Dataset Similarity for Cross-silo Federated
Learning

A Universal Metric of Dataset Similarity for Cross-silo Federated Learning

29 April 2024

Ahmed Elhussein

Gamze Gursoy

Papers citing "A Universal Metric of Dataset Similarity for Cross-silo Federated Learning"

5 / 5 papers shown

Title
Federated Learning on Non-IID Data Silos: An Experimental Study Q. Li Yiqun Diao Quan Chen Bingsheng He FedML OOD 82 936 0 03 Feb 2021
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 129 357 0 09 Mar 2020
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 68 189 0 07 Feb 2020
Singular vectors under random perturbation V. Vu 68 74 0 12 Apr 2010
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 786 0 19 Feb 2009