innovation-cat/Awesome-Federated-Machine-Learning
A categorized collection of research papers, books, tutorials, and conference links focused on federated learning and distributed machine learning.
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This repository curates academic and practical resources about federated learning, including links to top ML/CV/AI conference proceedings, research papers organized by topic (model aggregation, personalization, security, optimization, fairness), and code repositories. It serves as a centralized reference for researchers and practitioners tracking advancements in privacy-preserving distributed machine learning.
Frequently asked
- What is innovation-cat/Awesome-Federated-Machine-Learning?
- A categorized collection of research papers, books, tutorials, and conference links focused on federated learning and distributed machine learning.
- Is Awesome-Federated-Machine-Learning open source?
- Yes — innovation-cat/Awesome-Federated-Machine-Learning is an open-source project tracked on heatdrop.
- How popular is Awesome-Federated-Machine-Learning?
- innovation-cat/Awesome-Federated-Machine-Learning has 2.1k stars on GitHub.
- Where can I find Awesome-Federated-Machine-Learning?
- innovation-cat/Awesome-Federated-Machine-Learning is on GitHub at https://github.com/innovation-cat/Awesome-Federated-Machine-Learning.