kevinhsieh / non_iid_dmlView external linksLinks
☆30Oct 22, 2020Updated 5 years ago
Alternatives and similar repositories for non_iid_dml
Users that are interested in non_iid_dml are comparing it to the libraries listed below
Sorting:
- ☆11Dec 30, 2021Updated 4 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆226Oct 21, 2020Updated 5 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆146May 29, 2019Updated 6 years ago
- Dual-way gradient sparsification approach for async DNN training, based on PyTorch.☆11Dec 8, 2022Updated 3 years ago
- MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning☆12Apr 26, 2021Updated 4 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆720Mar 24, 2023Updated 2 years ago
- DistFL: Distribution-aware Federated Learning for Mobile Scenarios☆12Mar 14, 2022Updated 3 years ago
- FedGS: Federated Graph-based Sampling with Arbitrary Client Availability, arxiv.org/abs/2211.13975) was accepted by AAAI 2023 Conference.☆17Jan 4, 2023Updated 3 years ago
- ☆38Dec 5, 2025Updated 2 months ago
- Code and data accompanying the FedGen paper☆258Oct 31, 2024Updated last year
- ☆35May 23, 2021Updated 4 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Dec 5, 2021Updated 4 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆41May 21, 2021Updated 4 years ago
- ☆22Sep 6, 2021Updated 4 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆18Mar 27, 2021Updated 4 years ago
- ☆21Sep 20, 2022Updated 3 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆22Feb 21, 2022Updated 3 years ago
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Oct 31, 2020Updated 5 years ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆50Jun 5, 2023Updated 2 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Jul 25, 2024Updated last year
- Codebase for An Efficient Framework for Clustered Federated Learning.☆121Oct 22, 2020Updated 5 years ago
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆45Jun 8, 2023Updated 2 years ago
- SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.☆48Aug 24, 2022Updated 3 years ago
- ☆22May 18, 2019Updated 6 years ago
- ☆23Jul 19, 2021Updated 4 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Jun 14, 2023Updated 2 years ago
- Federated Multi-Task Learning☆131Nov 11, 2018Updated 7 years ago
- Benchmarking Semi-supervised Federated Learning☆54Aug 14, 2022Updated 3 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆481Aug 1, 2023Updated 2 years ago
- Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning☆25Apr 14, 2023Updated 2 years ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆53Mar 21, 2022Updated 3 years ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Jul 22, 2022Updated 3 years ago
- A PyTorch Implementation of Federated Learning☆1,501Jul 25, 2024Updated last year
- FedNAS: Federated Deep Learning via Neural Architecture Search☆54Jul 26, 2021Updated 4 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆71Dec 9, 2024Updated last year
- [TPAMI 2023] No One Left Behind: Real-World Federated Class-Incremental Learning☆33Nov 30, 2023Updated 2 years ago
- Attentive Federated Learning for Private NLM☆60Jul 25, 2024Updated last year
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆271Nov 13, 2025Updated 3 months ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,427May 7, 2024Updated last year