Approximate Cross-Validation for Structured Models

Oct-3-2025, 02:08:30 GMT–Neural Information Processing Systems

In the present work, we address (i) by extending ACV to CV schemes with dependence structure between the folds.

approximation, machine learning, natural language, (18 more...)

Neural Information Processing Systems

Oct-3-2025, 02:08:30 GMT

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Country:
- North America > United States (0.14)

Industry:
- Health & Medicine (0.68)

Technology:
- Information Technology > Artificial Intelligence
  - Natural Language (1.00)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.46)
  - Machine Learning
    - Neural Networks > Deep Learning (0.69)
    - Performance Analysis > Cross Validation (0.43)
    - Learning Graphical Models
      - Undirected Networks > Markov Models (0.48)
      - Directed Networks > Bayesian Learning (0.46)

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Approximate Cross-Validationfor Structured Models

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