A Unified Framework for Information-Theoretic Generalization Bounds

Sep-29-2025, 04:12:22 GMT–Neural Information Processing Systems

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

artificial intelligence, machine learning, proof, (14 more...)

Neural Information Processing Systems

Sep-29-2025, 04:12:22 GMT

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Country:
- Europe > United Kingdom
  - England (0.14)
- North America > United States
  - Illinois > Champaign County > Urbana (0.14)

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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