sahelyiyi / FederatedLearning
☆9Updated 3 weeks ago
Related projects: ⓘ
- ☆21Updated 2 years ago
- ☆15Updated last year
- use federated learning to predict building energy consumption☆14Updated 2 years ago
- ☆15Updated 6 months ago
- PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning☆12Updated last year
- FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning☆17Updated 2 years ago
- ☆16Updated 3 years ago
- ☆11Updated 2 years ago
- ☆10Updated 6 months ago
- Code for Horizontal Federated Learning blog around Credit Scoring☆9Updated 4 years ago
- An easy, modularized, DIY Federated Learning framework with many baselines for individual researchers.☆14Updated last year
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Updated last year
- Supporting code for https://arxiv.org/abs/2010.00753.☆18Updated 2 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆20Updated 4 months ago
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆15Updated last year
- Federated learning is a distributed learning method that trains a deep network on user devices without collecting data from central serve…☆12Updated 4 years ago
- ☆23Updated 9 months ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆21Updated last year
- ☆21Updated 3 years ago
- Thanks to the proliferation of smart devices, such as smartphones and wearables, which are equipped with computation, communication and s…☆43Updated 3 years ago
- ☆24Updated this week
- Federated Learning package☆19Updated 3 years ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆18Updated 2 years ago
- IJCAI-Personalized Federated Learning with Graph☆47Updated last year
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆15Updated 3 years ago
- Implementation of FedBary☆10Updated 2 months ago
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆31Updated last year
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆12Updated 4 years ago
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning☆38Updated last year
- ☆7Updated 2 years ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆17Updated 11 months ago