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.
☆12Apr 5, 2024Updated 2 years ago
Alternatives and similar repositories for FPCA
Users that are interested in FPCA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This Matlab package solves federated learning problems via gradient descent and inexact ADMM☆13Dec 19, 2024Updated last year
- Privacy-Preserving Distributed Optimization via Subspace Perturbation: A General Framework☆16May 8, 2020Updated 6 years ago
- This Matlab package solves federated learning problems via inexact ADMM☆27Dec 19, 2024Updated last year
- ☆10Dec 21, 2021Updated 4 years ago
- The code for the article ''Alternating Direction Method of Multipliers Based on ℓ2,0-Norm for Multiple Measurement Vector Problem''☆13Jul 18, 2025Updated 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.
- [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
- Papers related to federated learning for recommender system☆32Apr 25, 2021Updated 5 years ago
- ☆12Apr 9, 2020Updated 6 years ago
- The Quadratic Primal-Dual Optimizer☆14May 13, 2024Updated 2 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42May 21, 2021Updated 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
- Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization☆10Jan 18, 2017Updated 9 years ago
- ☆24Nov 10, 2023Updated 2 years ago
- ☆10Aug 26, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆18Aug 5, 2024Updated 2 years ago
- Two-Stage Deep Energy Optimization in IRS-Assisted UAV-Based Edge Computing Systems☆26Mar 24, 2025Updated last year
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆24Nov 17, 2022Updated 3 years ago
- Single-channel microseismic denoising using dictionary learning - applications to arrival picking and source location☆18Nov 9, 2023Updated 2 years ago
- ☆22Sep 6, 2021Updated 5 years ago
- Matlab code for IJPRAI paper “Efficient convolutional dictionary learning using preconditioned ADMM”☆11Dec 12, 2021Updated 4 years ago
- ☆19Mar 13, 2024Updated 2 years ago
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆20Apr 27, 2022Updated 4 years ago
- 高德 POI 数据采集器 - 高效采集、智能管理、灵活导出 | 支持批量采集、本地 SQLite + 云端 Supabase 双存储、多 API Key 轮换 | Electron + React 跨平台桌面应用☆17Jan 6, 2026Updated 10 months 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.
- Improved Normalized Cut for Multi-view Clustering☆10Dec 11, 2025Updated 10 months ago
- ☆10Apr 9, 2021Updated 5 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- ☆17Feb 14, 2021Updated 5 years ago
- ☆13Feb 1, 2024Updated 2 years ago
- Code: TPAMI2020-Truncated Robust Principle Component Analysis with A General Optimization Framework"☆12Nov 27, 2022Updated 3 years ago
- Python code for IEEE TVT: Two-Way Semantic Communications without Feedback (Semantic Communication)☆27Jul 11, 2025Updated last year
- Implementation for Hyper-Laplacian Regularized Multi-View Clustering with Exclusive L21 Regularization and Tensor Log-Determinant Minimiz…☆12Mar 22, 2023Updated 3 years ago
- ☆10Aug 30, 2023Updated 3 years ago
- 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.
- ☆10Oct 13, 2025Updated last year
- ☆25Feb 13, 2023Updated 3 years ago
- VARX Granger Analysis☆12Oct 29, 2026Updated last week
- This is the numerical approach proposed in the paper "Optimal Incentives to Mitigate Epidemics: A Stackelberg Mean Field Game Approach" b…☆13Nov 22, 2021Updated 4 years ago
- Implementation of MlpMixer model, Original paper: MLP-Mixer: An all-MLP Architecture for Vision☆21May 7, 2021Updated 5 years ago
- ☆11May 29, 2023Updated 3 years ago
- A Matlab implementation of the MPBPSO algorithm, a multi-objective particle swarm optimization algorithm, proposed for key quality featur…☆12May 9, 2024Updated 2 years ago