alshedivat / fedpaLinks
Federated posterior averaging implemented in JAX
☆51Updated 2 years ago
Alternatives and similar repositories for fedpa
Users that are interested in fedpa are comparing it to the libraries listed below
Sorting:
- Tilted Empirical Risk Minimization (ICLR '21)☆59Updated last year
- Salvaging Federated Learning by Local Adaptation☆56Updated 10 months ago
- FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)☆26Updated 2 years ago
- Federated Learning with Partial Model Personalization☆42Updated 2 years ago
- ☆12Updated 3 years ago
- Code for the signSGD paper☆86Updated 4 years ago
- Code for Personalized Federated Learning with Gaussian Processes☆33Updated 3 years ago
- ☆27Updated 2 years ago
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆70Updated 4 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Updated last year
- Code for "Federated Accelerated Stochastic Gradient Descent" (NeurIPS 2020)☆15Updated 3 years ago
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆43Updated 2 years ago
- R-GAP: Recursive Gradient Attack on Privacy [Accepted at ICLR 2021]☆36Updated 2 years ago
- ☆37Updated 3 years ago
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆30Updated 10 months ago
- ☆20Updated 3 years ago
- ☆54Updated 3 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 2 years ago
- ☆11Updated 10 months ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆42Updated last year
- Algorithms for Privacy-Preserving Machine Learning in JAX☆94Updated last month
- ☆10Updated 3 years ago
- Federated Learning Based Dynamic Regularization☆18Updated 4 years ago
- Implementation of Minimax Pareto Fairness framework☆21Updated 4 years ago
- ☆22Updated 2 years ago
- The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size☆17Updated 6 years ago
- ☆15Updated 7 months ago
- Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19☆34Updated 4 years ago
- ☆80Updated 3 years ago
- ☆15Updated 2 years ago