ebagdasa / federated_adaptationLinks
Salvaging Federated Learning by Local Adaptation
☆56Updated last year
Alternatives and similar repositories for federated_adaptation
Users that are interested in federated_adaptation are comparing it to the libraries listed below
Sorting:
- Bayesian Nonparametric Federated Learning of Neural Networks☆146Updated 6 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆86Updated 5 years ago
- FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)☆26Updated 2 years ago
- Attentive Federated Learning for Private NLM☆60Updated last year
- ☆54Updated 4 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆152Updated 3 years ago
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆78Updated 4 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆44Updated 2 years ago
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆31Updated 3 years ago
- ☆15Updated last year
- ☆12Updated 4 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆13Updated last year
- FedMD: Heterogenous Federated Learning via Model Distillation☆159Updated 4 years ago
- Source code for ECML-PKDD (2020) paper: FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learn…☆16Updated 3 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆242Updated last year
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆33Updated 4 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Updated 2 years ago
- CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)☆74Updated 4 years ago
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Updated 5 years ago
- ☆26Updated 5 years ago
- Federated Multi-Task Learning☆131Updated 7 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆18Updated 6 years ago
- ☆162Updated 3 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆153Updated 3 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆120Updated 5 years ago
- Robust aggregation for federated learning with the RFA algorithm.☆52Updated 3 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Updated 4 years ago
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning☆40Updated 2 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆54Updated last year
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Updated 8 months ago