JOURNAL ARTICLE

Learning and generalization with the information bottleneck

Ohad ShamirSivan SabatoNaftali Tishby

Year: 2010 Journal:   Theoretical Computer Science Vol: 411 (29-30)Pages: 2696-2711   Publisher: Elsevier BV
Keywords:
Information bottleneck method Bottleneck Generalization Computer science Sample (material) Random variable Variable (mathematics) Joint probability distribution Theoretical computer science Artificial intelligence Mathematics Algorithm Machine learning Mutual information Statistics

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169
Cited By
4.01
FWCI (Field Weighted Citation Impact)
29
Refs
0.94
Citation Normalized Percentile
Is in top 1%
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Citation History

Topics

Machine Learning and Algorithms
Physical Sciences →  Computer Science →  Artificial Intelligence
Adversarial Robustness in Machine Learning
Physical Sciences →  Computer Science →  Artificial Intelligence
Bayesian Modeling and Causal Inference
Physical Sciences →  Computer Science →  Artificial Intelligence
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