Amortized Bayesian Experimental Design for Decision-Making

Feb-18-2026, 01:39:49 GMT–Neural Information Processing Systems

For example, in personalized medical diagnostics, a model is built based on historical data to facilitate an optimal treatment for a new patient (Bica et al., 2021).

decision support system, machine learning, natural language, (21 more...)

Neural Information Processing Systems

Feb-18-2026, 01:39:49 GMT

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Country:
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  - Finland > Uusimaa
    - Helsinki (0.04)
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- Research Report > Experimental Study (1.00)

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- Health & Medicine
  - Diagnostic Medicine (0.48)
  - Pharmaceuticals & Biotechnology (0.46)

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  - Artificial Intelligence
    - Machine Learning
      - Learning Graphical Models > Directed Networks
        Bayesian Learning (0.46)
      - Neural Networks > Deep Learning (0.46)
      - Statistical Learning (1.00)
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    - Representation & Reasoning
      - Optimization (0.67)
      - Uncertainty > Bayesian Inference (0.46)
  - Decision Support Systems (0.94)

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Amortized Bayesian Experimental Design for Decision-Making

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