Learning with Tree-Averaged Densities and Distributions

Kirshner, Sergey

Dec-31-2008–Neural Information Processing Systems

The model is based on a construction of tree-structured copulas -- multivariate distributions with uniform on [07 1] marginals.

artificial intelligence, copula, machine learning, (17 more...)

Neural Information Processing Systems

Dec-31-2008

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Country:
- North America
  - Canada > Alberta (0.29)
  - United States > California
    - San Francisco County > San Francisco (0.14)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Learning Graphical Models
    - Directed Networks > Bayesian Learning (0.47)
    - Undirected Networks > Markov Models (0.46)
  - Representation & Reasoning > Uncertainty (0.94)

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Learning with Tree-Averaged Densities and Distributions

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