PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach
☆56Feb 1, 2023Updated 3 years ago
Alternatives and similar repositories for Per-FedAvg
Users that are interested in Per-FedAvg are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆78Jan 20, 2024Updated 2 years ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆79Aug 15, 2020Updated 5 years ago
- This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"☆31Oct 15, 2023Updated 2 years ago
- ALL is a pre-training method based on Federated Meta-Learning and Reinforcement Learning, which is used to address the small-sample issue…☆12Jun 12, 2022Updated 3 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆21Dec 14, 2023Updated 2 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,068Jan 25, 2026Updated last month
- Welcome to FLSim_V2, a PyTorch based federated Reinforcement learning simulation framework☆10Dec 15, 2022Updated 3 years ago
- ☆11Jul 11, 2024Updated last year
- PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning☆15Oct 9, 2022Updated 3 years ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆55Aug 15, 2023Updated 2 years ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆80Aug 6, 2022Updated 3 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆167Nov 7, 2022Updated 3 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- [Paper][IJCAI2022] Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting☆34Jul 24, 2022Updated 3 years ago
- Federated Learning with Partial Model Personalization☆42Jul 9, 2022Updated 3 years ago
- demo☆20Jun 29, 2021Updated 4 years ago
- ☆19Feb 20, 2024Updated 2 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Dec 2, 2021Updated 4 years ago
- Official Code for PACFL AAAI 2023☆45Aug 6, 2023Updated 2 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆22Feb 21, 2022Updated 4 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆97Apr 24, 2023Updated 2 years ago
- Official code implementation for "Personalized Federated Learning using Hypernetworks" [ICML 2021]☆197Feb 14, 2023Updated 3 years ago
- This is the implementation of Federated Meta-Learning for Few shot Fault Diagnosis (FedMeta-FFD).☆29Jan 21, 2024Updated 2 years ago
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆59Aug 27, 2024Updated last year
- This repository introduces the NICT Darknet Dataset 2022 https://csdataset.nict.go.jp/darknet-2022/☆11Sep 29, 2023Updated 2 years ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆53Mar 21, 2022Updated 3 years ago
- Code for Residual Energy-Based Models for Text Generation in PyTorch.☆26Apr 27, 2021Updated 4 years ago
- An easy-to-use federated learning platform☆1,516Aug 10, 2024Updated last year
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆71Dec 9, 2024Updated last year
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆613Feb 26, 2024Updated 2 years ago
- (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)☆31Jul 18, 2024Updated last year
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆36Aug 16, 2022Updated 3 years ago
- An ANN-LSTM based Model for Learning Individual Customer Behavior in Response to Electricity Prices☆11Mar 27, 2020Updated 5 years ago
- Matlab Implementation of the 802.11 Medium Access Control (MAC) to understand how deployment factors (i.e. number of nodes, external inte…☆10Apr 24, 2018Updated 7 years ago
- ☆33Dec 3, 2019Updated 6 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,003Sep 3, 2022Updated 3 years ago
- Implementation of CPF clustering method.☆10May 7, 2025Updated 10 months ago
- Chatbot for the good vibes.☆11Aug 29, 2024Updated last year
- QROA: A Black-Box Query-Response Optimization Attack on LLMs☆14May 23, 2025Updated 9 months ago