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Staged Trees Learning.pdf

leonelli22a.pdf
Preview of Staged Trees Learning
🔗 Source: proceedings.mlr.press
📊 Size: 342 KB
📄 Pages: 12 pages
⬇️ Downloads: 168

Summary

Manuele Leonelli and Gherardo Varando introduce a scalable structural learning algorithm for staged trees, a type of probabilistic graphical model that represents asymmetric conditional independence. The algorithm searches over a space of models with a limited number of dependencies, making it efficient for large datasets. The authors demonstrate the algorithm's performance through a simulation study and a real-world application, showcasing its practical use in learning staged trees from data.

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Description

Manuele Leonelli and Gherardo Varando introduce a scalable structural learning algorithm for staged trees, a type of probabilistic graphical model that...

Technical Information

  • File Format: PDF
  • File Size: 342 KB
  • Pages: 12
  • Language: EN
  • Total Downloads: 168
  • Last Updated: 2 weeks ago

Document Overview

This PDF document about Staged Trees Learning provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Staged Trees Learning.

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Staged guideStaged tutorialTrees guideTrees tutorialLearning guideLearning tutorial

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