data-heterogeneity

There are 0 repository under data-heterogeneity topic.

ZFancy / SFAT
[ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"
adversarial-learning data-heterogeneity federated-learning robust-machine-learning federated-adversarial-learning
Language:Python 28
basiralab / MICNet
Multigraph fusion and classification network using graph neural network
multigraph-integration multigraph-classification graph-neural-networks gcn diff-pool neural-networks deep-learning-framework brain-connectivity network-neuroscience network-fusion network-integration multiview-data multi-view-networks ai4medicine data-heterogeneity gender-differences brain-map mri-images
Language:Python 7
nicolagulmini / federated_learning
Library to simulate a distributed learning scenario, with clusters of users that train models minimizing a local cost function, and a server that wants to minimize a global cost function. The aim of the project is to study the tradeoff between local and global accuracy.
federated-learning machine-learning deep-learning data-heterogeneity distributed-system
5
tmlr-group / SFAT
[ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"
data-heterogeneity federated-adversarial-learning
Language:Python 2

ZFancy / SFAT