FedPop: A Bayesian Approach for Personalised Federated Learning

Aug-14-2025, 06:29:42 GMT–Neural Information Processing Systems

Personalised federated learning (FL) aims at collaboratively learning a machine learning model tailored for each client.

artificial intelligence, machine learning, uncertainty quantification, (13 more...)

Neural Information Processing Systems

Aug-14-2025, 06:29:42 GMT

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Country:
- Asia > Russia (0.04)
- Europe
  - France > Île-de-France
    - Paris > Paris (0.04)
  - Russia > Central Federal District
    - Moscow Oblast > Moscow (0.04)
  - United Kingdom > England
    - Cambridgeshire > Cambridge (0.04)
- North America
  - Canada > Ontario
    - Toronto (0.04)
  - United States
    - Florida > Broward County
      - Fort Lauderdale (0.04)
    - Virginia (0.04)

Genre:
- Research Report (0.68)

Industry:
- Education (0.46)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.82)
    - Statistical Learning (0.94)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (1.00)