Learning Chordal Markov Networks by Dynamic Programming

Kustaa Kangas, Mikko Koivisto, Teppo Niinimäki

Feb-9-2025, 10:05:07 GMT–Neural Information Processing Systems

We present an algorithm for finding a chordal Markov network that maximizes any given decomposable scoring function.

algorithm, artificial intelligence, machine learning, (18 more...)

Neural Information Processing Systems

Feb-9-2025, 10:05:07 GMT

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Country:
- Europe
  - Finland > Uusimaa
    - Helsinki (0.05)
  - United Kingdom > England
    - Oxfordshire > Oxford (0.04)

Genre:
- Research Report (0.46)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Learning Graphical Models
    - Directed Networks > Bayesian Learning (1.00)
    - Undirected Networks > Markov Models (0.86)
  - Representation & Reasoning (1.00)

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Learning Chordal Markov Networks by Dynamic Programming
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