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GitHub topics: statistical-heterogeneity

weimingwill/awesome-federated-learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

Language: Shell - Size: 271 KB - Last synced at: 1 day ago - Pushed at: 6 months ago - Stars: 692 - Forks: 97

zeyneddinoz/subMFL

subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment

Language: Jupyter Notebook - Size: 125 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

mary-python/agm-cgm

Quantifying statistical heterogeneity using a single-client skewness measure

Language: Python - Size: 342 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

Related Keywords
statistical-heterogeneity 3 federated-learning 3 heterogeneous-environment 1 mobile-edge-agent 1 model-compression 1 model-generalization 1 model-personalization 1 model-pruning 1 ondeviceai 1 resource-constrained-devices 1 resource-constrained-ml 1 trustworthy-ai 1 differential-privacy 1 dispersion 1 federated-analytics 1 meta-analysis 1 skewness 1 edge-intelligence 1 edge-computing 1 distributed-learning 1 decentralized-learning 1 privacy 1 non-iid 1 meta-learning 1 machine-learning 1 federated-optimization 1 federated-learning-framework 1 distributed-optimization 1 differential-privacy-deep-learning 1 decentralized-federated-learning 1 data-privacy 1 communication-efficiency 1