MMorafah/FLIS

Stars
32
Rank 801,539 (Top 16 %)
Language
Python
License
MIT License
Created over 2 years ago
Updated almost 2 years ago

MMorafah/FLIS

MMorafah

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FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution

Sub-FedAvg

Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity

PACFL

Official Code for PACFL AAAI 2023

FL-SC-NIID

Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks

FedZoo-Bench

FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms

Awesome-Federated-Learning-Pruning

Every work on Federated Learning Pruning

Parallel-Computing

Tutorial and codes for Parallel Computing

Asy-SGD

Decentralized Asynchronous Non-convex Stochastic Optimization on Directed Graphs

FL-Reading-List

Federated Learning Reading List and Notes

TAKFL

Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration