Expectation Particle Belief Propagation

Thibaut Lienart, Yee Whye Teh, Arnaud Doucet

Oct-2-2025, 11:48:13 GMT–Neural Information Processing Systems

We propose an original particle-based implementation of the Loopy Belief Propagation (LPB) algorithm for pairwise Markov Random Fields (MRF) on a continuous state space.

artificial intelligence, belief revision, machine learning, (15 more...)

Neural Information Processing Systems

Oct-2-2025, 11:48:13 GMT

Conferences PDF

Country:
- Europe > United Kingdom
  - England > Oxfordshire > Oxford (0.14)
- Asia > Middle East
  - Jordan (0.04)

Genre:
- Research Report (0.46)

Technology:
- Information Technology > Artificial Intelligence
  - Representation & Reasoning
    - Belief Revision (0.74)
    - Uncertainty (0.68)
  - Machine Learning > Learning Graphical Models
    - Undirected Networks > Markov Models (0.66)

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