huaihuaiweng / FPCAView external linksLinks
Federated principal component analysis (FPCA) is my master thesis, which aims to adapt PCA in a federated learning setting. The technique is realized with the assistance of an optimization algorithm ADMM.
☆11Apr 5, 2024Updated last year
Alternatives and similar repositories for FPCA
Users that are interested in FPCA are comparing it to the libraries listed below
Sorting:
- This Matlab package solves federated learning problems via gradient descent and inexact ADMM☆13Dec 19, 2024Updated last year
- The code for the article ''Alternating Direction Method of Multipliers Based on ℓ2,0-Norm for Multiple Measurement Vector Problem''☆11Jul 18, 2025Updated 6 months 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 2 years ago
- ☆17Feb 14, 2021Updated 5 years ago
- Privacy-Preserving Distributed Optimization via Subspace Perturbation: A General Framework☆16May 8, 2020Updated 5 years ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆41May 21, 2021Updated 4 years ago
- ☆22Sep 6, 2021Updated 4 years ago
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆18Apr 27, 2022Updated 3 years ago
- ☆19Mar 13, 2024Updated last year
- ☆17Aug 5, 2024Updated last year
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆23Nov 17, 2022Updated 3 years ago
- Two-Stage Deep Energy Optimization in IRS-Assisted UAV-Based Edge Computing Systems☆25Mar 24, 2025Updated 10 months ago
- ☆25Nov 10, 2023Updated 2 years ago
- Python code for IEEE TVT: Two-Way Semantic Communications without Feedback (Semantic Communication)☆26Jul 11, 2025Updated 7 months ago
- ☆25Feb 13, 2023Updated 3 years ago
- Source code and data for our JSAC paper☆25Oct 18, 2020Updated 5 years ago
- This Matlab package solves federated learning problems via inexact ADMM☆28Dec 19, 2024Updated last year
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- Code for the paper: Separate but togerher: Unsupervised Federated Learning for Speech Enhancement from non-iid data☆42Nov 1, 2021Updated 4 years ago
- A very good course about finetune llm for beginners【大模型微调】☆28Aug 21, 2025Updated 5 months ago
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆32Jun 16, 2022Updated 3 years ago
- 本项目是我发表于期刊 Expert Systems with Applications 的论文《Energy-efficient mechanism of task offloading and resource allocation for hierarchical ME…☆25Jun 19, 2025Updated 7 months ago
- ☆11Jul 15, 2025Updated 7 months ago
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆29May 22, 2023Updated 2 years ago
- Papers related to federated learning for recommender system☆32Apr 25, 2021Updated 4 years ago
- 6G元宇宙中关于通感算一体的优化☆11Mar 16, 2024Updated last year
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆32Dec 17, 2024Updated last year
- Official PyTorch implementation of "Cross-Node Federated Graph Neural Network for Spatio-Temporal Modeling".☆70Oct 18, 2021Updated 4 years ago
- [Nature Machine Intelligence' 21] "Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence"☆33Dec 8, 2022Updated 3 years ago
- [ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.0022…☆40Jan 30, 2023Updated 3 years ago
- Code accompanying "Wasserstein k-means++ for Cloud Regime Histogram Clustering"☆10Sep 30, 2017Updated 8 years ago
- ☆15May 20, 2025Updated 8 months ago
- ☆12Jun 25, 2023Updated 2 years ago
- Hybrid Precoding/Combining for Rich or Poor Scattering Environments☆11Jul 19, 2019Updated 6 years ago
- ☆14Jan 25, 2023Updated 3 years ago
- ☆18Jun 12, 2025Updated 8 months ago
- ☆34Jul 27, 2023Updated 2 years ago
- Code for ADMM-DAD network☆10Apr 22, 2023Updated 2 years ago