Constructing Deep Neural Networks by Bayesian Network Structure Learning

Raanan Y. Rohekar, Shami Nisimov, Yaniv Gurwicz, Guy Koren, Gal Novik

Nov-20-2025, 18:28:14 GMT–Neural Information Processing Systems

We introduce a principled approach for unsupervised structure learning of deep neural networks.

artificial intelligence, bayesian inference, machine learning, (17 more...)

Neural Information Processing Systems

Nov-20-2025, 18:28:14 GMT

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Country:
- North America > Canada
  - Quebec > Montreal (0.04)
- Europe > United Kingdom
  - England > Cambridgeshire > Cambridge (0.04)
- Asia > Middle East
  - Jordan (0.04)

Genre:
- Research Report (0.93)

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

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Constructing Deep Neural Networks by Bayesian Network Structure Learning
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