NiuChaoyue / Secure-Federated-Submodel-LearningLinks
☆15Updated 3 years ago
Alternatives and similar repositories for Secure-Federated-Submodel-Learning
Users that are interested in Secure-Federated-Submodel-Learning are comparing it to the libraries listed below
Sorting:
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- ☆46Updated 3 years ago
- ☆44Updated last year
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆12Updated last month
- Federated Learning Systems Paper List☆73Updated last year
- ☆30Updated 4 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆92Updated 10 months ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆126Updated 3 years ago
- ☆29Updated 2 years ago
- ☆10Updated 4 years ago
- ☆87Updated 5 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Updated 2 years ago
- ☆19Updated last year
- [ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy☆24Updated last month
- ☆11Updated 5 months ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆23Updated 3 years ago
- Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…☆26Updated 2 years ago
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Updated 2 years ago
- Federated Dynamic Sparse Training☆30Updated 3 years ago
- Understanding Top-k Sparsification in Distributed Deep Learning☆24Updated 5 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- vertical federated learning paper lists☆76Updated 4 years ago
- ☆44Updated 3 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated last year
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆23Updated 3 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 7 months ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆69Updated 2 years ago
- Privacy-preserving Federated Learning with Trusted Execution Environments☆68Updated 2 years ago
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆77Updated 3 years ago
- Byzantine-resilient distributed SGD with TensorFlow.☆40Updated 4 years ago