Stochastic chaining and strengthened information-theoretic generalization bounds

DOI10.1016/J.JFRANKLIN.2023.02.009arXiv2201.12192MaRDI QIDQ6099818

Tie Liu, Ruida Zhou, Chao Tian

Publication date: 21 June 2023

Published in: Journal of the Franklin Institute (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2201.12192

Mathematics Subject Classification ID

Computer science (68-XX)

Cites Work

• Additive successive refinement
• Successive refinement of information: characterization of the achievable rates
• All sources are nearly successively refinable
• High-Dimensional Probability
• Understanding Machine Learning
• Successive refinement of information

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