NiuChaoyue / Secure-Federated-Submodel-Learning
☆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:
- ☆45Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- ☆29Updated 4 years ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆12Updated 2 weeks ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆127Updated 3 years ago
- Federated Learning Systems Paper List☆73Updated last year
- ☆87Updated 4 years ago
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆25Updated 2 years ago
- ☆10Updated 3 years ago
- Dual-way gradient sparsification approach for async DNN training, based on PyTorch.☆11Updated 2 years ago
- The code for the paper "QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient"☆17Updated 2 years ago
- ☆43Updated last year
- Understanding Top-k Sparsification in Distributed Deep Learning☆24Updated 5 years ago
- A tree-based federated learning system (MLSys 2023)☆147Updated 3 months ago
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆77Updated 3 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- Layer-wise Sparsification of Distributed Deep Learning☆10Updated 4 years ago
- Create tiny ML systems for on-device learning.☆20Updated 3 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆92Updated 9 months 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
- ☆19Updated last year
- [ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy☆24Updated 2 weeks ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Updated 3 years ago
- Federated Dynamic Sparse Training☆30Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated last year
- Secure Aggregation for FL☆35Updated last year
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Updated 2 years ago
- Privacy Budget Orchestration in Machine Learning Workloads (OSDI '21)☆24Updated last year
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 2 weeks ago
- Resource Efficient Federated Learning☆22Updated 2 years ago