AmberLJC / FLsystem-paperLinks
Federated Learning Systems Paper List
☆73Updated last year
Alternatives and similar repositories for FLsystem-paper
Users that are interested in FLsystem-paper are comparing it to the libraries listed below
Sorting:
- Federated Learning Framework Benchmark (UniFed)☆49Updated 2 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆126Updated 3 years ago
- ☆45Updated 3 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆398Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated last year
- ☆32Updated last year
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆12Updated last month
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆77Updated 3 years ago
- ☆15Updated 3 years ago
- A tree-based federated learning system (MLSys 2023)☆148Updated 5 months ago
- ☆19Updated last year
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆167Updated 2 years ago
- ☆99Updated last year
- Federated Learning - PyTorch☆14Updated 4 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆63Updated 9 months ago
- Advanced Privacy-Preserving Federated Learning framework☆141Updated this week
- Federated Dynamic Sparse Training☆30Updated 3 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 8 months ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆92Updated 11 months ago
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆29Updated 2 years ago
- ☆80Updated 5 months ago
- ☆27Updated 2 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆116Updated last year
- [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training☆222Updated 11 months ago
- ☆64Updated 2 years ago
- Understanding Top-k Sparsification in Distributed Deep Learning☆24Updated 5 years ago
- [ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler☆16Updated last year
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆27Updated 2 years ago
- ☆45Updated last year