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"Structured Probabilistic Reasoning".pdf

ProbabilisticReasoning.pdf
Preview of "Structured Probabilistic Reasoning"
🔗 Source: cs.ru.nl
📊 Size: 5.33 MB
📄 Pages: 992 pages
⬇️ Downloads: 242

Summary

The book covers various topics in probability theory, including discrete probability distributions, probabilistic channels, Bayesian networks, and probabilistic programming. It also discusses more advanced topics such as variance and covariance, updating distributions, and causal diagram surgery. The book is divided into 10 chapters, each covering a specific aspect of probabilistic reasoning.

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Description

The book covers various topics in probability theory, including discrete probability distributions, probabilistic channels, Bayesian networks, and...

Technical Information

  • File Format: PDF
  • File Size: 5.33 MB
  • Pages: 992
  • Language: EN
  • Total Downloads: 242
  • Last Updated: 3 weeks ago

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