Sparse Probabilistic Circuits via Pruning and Growing

Aug-18-2025, 02:08:09 GMT–Neural Information Processing Systems

We propose two operations: pruning and growing, that exploit the sparsity of PC structures.

artificial intelligence, deep learning, machine learning, (17 more...)

Neural Information Processing Systems

Aug-18-2025, 02:08:09 GMT

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Country:
- Africa > South Sudan > Equatoria > Central Equatoria > Juba (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Cognitive Science > Problem Solving (0.68)
  - Machine Learning
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.68)
    - Neural Networks > Deep Learning (0.68)
  - Representation & Reasoning > Uncertainty (1.00)

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Sparse Probabilistic Circuitsvia Pruningand Growing

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