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Discrete Graphical Models.pdf

FerniqueDurandGuedon2014b.pdf
Preview of Discrete Graphical Models
🔗 Source: inria.hal.science
📊 Size: 526 KB
👤 Author: Pierre Fernique, Jean-Baptiste Durand, Yann Guédon
⬇️ Downloads: 161

Summary

Estimation of Discrete Partially Directed Acyclic Graphical Models in Multitype Branching Processes:
The authors propose parametric multitype branching processes for tree-structured data,
with each generation distribution modeled by a partially directed acyclic graphical model,
estimated using a greedy algorithm for graph selection, applied to multivariate count data,
illustrated on plant architecture datasets.

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Description

Estimation of Discrete Partially Directed Acyclic Graphical Models in Multitype Branching Processes:
The authors propose parametric multitype branching...

Technical Information

  • File Format: PDF
  • File Size: 526 KB
  • Pages: 9
  • Language: EN
  • Author: Pierre Fernique, Jean-Baptiste Durand, Yann Guédon
  • Total Downloads: 161
  • Last Updated: 9 hours ago

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