Probabilistic Inference with Generating Functions for Poisson Latent Variable Models

Kevin Winner, Daniel R. Sheldon

Nov-21-2025, 06:56:52 GMT–Neural Information Processing Systems

Graphical models with latent count variables arise in a number of fields.

artificial intelligence, machine learning, pgf, (14 more...)

Neural Information Processing Systems

Nov-21-2025, 06:56:52 GMT

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Country:
- Europe > Spain
  - Catalonia > Barcelona Province > Barcelona (0.04)
- North America > United States
  - Massachusetts > Hampshire County > Amherst (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Learning Graphical Models
    - Undirected Networks > Markov Models (0.69)
  - Representation & Reasoning > Uncertainty (1.00)

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Probabilistic Inference with Generating Functions for Poisson Latent Variable Models
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