Data & IT
Generalization Bounds: Perspectives from Information Theory and Pac-Bayes
Fredrik Hellström • Giuseppe Durisi • Benjamin Guedj
Häftad
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This monograph will be of interest to students and researchers working in generalization and theoretical machine learning. It provides a comprehensive introduction to information-theoretic generalization bounds and their connection to PAC-Bayes, serving as a foundation from which the most recent developments are accessible.
- Format: Häftad
- ISBN: 9781638284208
- Språk: Engelska
- Antal sidor: 242
- Utgivningsdatum: 2025-01-01
- Förlag: Now Publishers