Official Code for PACFL AAAI 2023
☆45Aug 6, 2023Updated 3 years ago
Alternatives and similar repositories for PACFL
Users that are interested in PACFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆41Nov 13, 2022Updated 3 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- ☆35May 23, 2021Updated 5 years ago
- Similarity Guided Model Aggregation for Federated Learning☆26Mar 22, 2022Updated 4 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆20Apr 28, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆189Mar 16, 2021Updated 5 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆124Oct 22, 2020Updated 5 years ago
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆13Apr 28, 2024Updated 2 years ago
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆29May 22, 2023Updated 3 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆163Apr 30, 2022Updated 4 years ago
- fully ready experiments☆40Jul 18, 2022Updated 4 years ago
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆12Jun 7, 2024Updated 2 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆618Feb 26, 2024Updated 2 years ago
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- KFedExps -> kfed☆15May 8, 2022Updated 4 years ago
- ☆12Oct 28, 2023Updated 2 years ago
- Code for paper: Variance Reduced Local SGD with Lower Communication Complexity☆12May 20, 2020Updated 6 years ago
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆12Dec 17, 2024Updated last year
- ☆24Sep 2, 2023Updated 3 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"☆31Dec 28, 2025Updated 8 months ago
- An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clien…☆25Apr 3, 2021Updated 5 years ago
- ☆13Jan 16, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆18Feb 25, 2025Updated last year
- ☆13Jan 12, 2024Updated 2 years ago
- Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity☆42Oct 6, 2021Updated 4 years ago
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆30Oct 27, 2023Updated 2 years ago
- Official repository for the paper DL2PA: Hyperspherical Classification with Dynamic Label-to-Prototype Assignment (CVPR 2024).☆14Jul 19, 2024Updated 2 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆18Mar 27, 2021Updated 5 years ago
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆29Mar 16, 2024Updated 2 years ago
- Pytorch implementations of some general federated optimization methods.☆58Oct 25, 2024Updated last year
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,165Jan 25, 2026Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆17Aug 5, 2024Updated 2 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆19Dec 24, 2023Updated 2 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆42Dec 2, 2021Updated 4 years ago
- [CVPR 2024] Code Implementation and Informations about FedAS☆36Feb 4, 2025Updated last year
- ☆56Jun 22, 2021Updated 5 years ago
- ☆53May 19, 2022Updated 4 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆61May 9, 2023Updated 3 years ago