This repo implements FedU, a multitask learning framework for federated learning
☆29May 5, 2025Updated last year
Alternatives and similar repositories for FedU_FMTL
Users that are interested in FedU_FMTL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Federated Learning using PyTorch. Second-Order for Federated Learning. (IEEE Transactions on Parallel and Distributed Systems 2022)☆18Jun 10, 2022Updated 4 years ago
- ☆10Jan 1, 2024Updated 2 years ago
- ☆17Feb 14, 2021Updated 5 years ago
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 2024Updated last year
- ☆11May 27, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Feb 23, 2023Updated 3 years ago
- CMFL: Mitigating Communication Overhead for Federated Learning / PyTorch reimplementation.☆29Oct 18, 2019Updated 6 years ago
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Sep 11, 2020Updated 5 years ago
- Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation☆34Sep 24, 2021Updated 4 years ago
- Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning☆37Nov 28, 2022Updated 3 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆245Jul 25, 2024Updated last year
- In this work, we propose a novel formulation titled Federated Deep Q Networks (F-DQN) to perform distributed learning for Deep RL algorit…☆21Dec 25, 2020Updated 5 years ago
- demo☆21Jun 29, 2021Updated 5 years ago
- Federated Multi-Task Learning☆131Nov 11, 2018Updated 7 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆41Dec 8, 2021Updated 4 years ago
- ☆31Mar 12, 2023Updated 3 years ago
- Self Supervised Learning for Time Series Using Similarity Distillation☆11Jun 29, 2022Updated 4 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆94Apr 24, 2023Updated 3 years ago
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated 2 years ago
- The implementation of "Continual Local Training for Better Initialization of Federated Models" (ICIP 2020).☆16May 27, 2020Updated 6 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆80May 27, 2024Updated 2 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Nov 16, 2022Updated 3 years ago
- Papers related to federated learning in top conferences (2020-2024).☆70Oct 14, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- pFedDef: Defending Grey-Box Attacks for Personalized Federated Learning☆10May 31, 2023Updated 3 years ago
- Code for “Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning”☆24Oct 21, 2024Updated last year
- Algorithm: Decentralized Parallel Stochastic Gradient Descent☆48Sep 2, 2018Updated 7 years ago
- ☆10Nov 28, 2023Updated 2 years ago
- 本项目是对CVX工具箱用户使用手册的中文翻译(V2.2)，个人水平有限，仅供参考☆15Apr 14, 2020Updated 6 years ago
- Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)☆28Oct 6, 2023Updated 2 years ago
- ☆24Dec 4, 2023Updated 2 years ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated last year
- Repo for MobiSys 2023 paper: "Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training".☆32Mar 22, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Source code for our ICCEP paper "Secure short-term load forecasting for smart grids with transformer-based federated learning".☆18Nov 14, 2023Updated 2 years ago
- ☆13Sep 25, 2023Updated 2 years ago
- This repository is the code of paper "Multi-scale Adaptive Task Attention Network for Few-Shot Learning (ICPR-2022)".☆26Jul 4, 2022Updated 4 years ago
- paper code commit-fsmafl☆10Mar 18, 2024Updated 2 years ago
- echarts大屏展示得数据可视化☆11Sep 6, 2018Updated 7 years ago
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆47Apr 1, 2023Updated 3 years ago
- A code from paper "A Global Modeling Framework for Load Forecasting in Distribution Networks"☆15Apr 11, 2023Updated 3 years ago