A Unified Framework for Information-Theoretic Generalization Bounds

Oct-10-2025, 23:55:35 GMT–Neural Information Processing Systems

This paper presents a general methodology for deriving information-theoretic generalization bounds for learning algorithms.

artificial intelligence, gen, machine learning, (16 more...)

Neural Information Processing Systems

Oct-10-2025, 23:55:35 GMT

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Country:
- Europe > United Kingdom
  - England
    - Cambridgeshire > Cambridge (0.04)
    - Oxfordshire > Oxford (0.04)
- North America > United States
  - Illinois > Champaign County
    - Urbana (0.14)
  - Massachusetts > Middlesex County
    - Cambridge (0.04)
  - Rhode Island > Providence County
    - Providence (0.04)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models (0.46)

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A Unified Framework for Information-Theoretic Generalization Bounds

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