Unrolled denoising networks provably learn to perform optimal Bayesian inference

Oct-10-2025, 21:33:25 GMT–Neural Information Processing Systems

Unrolled AMP architectures and variants thereof were originally proposed and empirically investigated by Borgerding et al. [

artificial intelligence, justification, machine learning, (15 more...)

Neural Information Processing Systems

Oct-10-2025, 21:33:25 GMT

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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.40)
    - Neural Networks (0.46)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.40)

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