liuying350169 / FLSurvey
☆22Updated 5 years ago
Alternatives and similar repositories for FLSurvey:
Users that are interested in FLSurvey are comparing it to the libraries listed below
- tf implementation of federated learning☆41Updated 5 years ago
- ☆111Updated 3 years ago
- vertical federated learning paper lists☆75Updated 4 years ago
- ☆26Updated 4 years ago
- Attentive Federated Learning for Private NLM☆60Updated 6 months ago
- ☆167Updated 7 years ago
- Salvaging Federated Learning by Local Adaptation☆56Updated 6 months ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆50Updated 8 months ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆143Updated 5 years ago
- ☆36Updated 3 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 3 years ago
- Federated Learning on XGBoost☆46Updated 5 years ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆62Updated 4 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Updated 4 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆30Updated 2 years ago
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆31Updated 2 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆61Updated last year
- ☆52Updated 2 years ago
- ☆191Updated 6 months ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 6 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆150Updated 3 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆110Updated 4 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆246Updated last year
- Asynchronous Federated Learning☆18Updated 3 years ago
- Related material on Federated Learning☆26Updated 4 years ago
- ☆28Updated 4 years ago
- ☆72Updated last year
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆21Updated 3 years ago
- ☆24Updated 5 years ago