The Generalized FITC Approximation

Naish-guzman, Andrew, Holden, Sean

Dec-31-2008–Neural Information Processing Systems

We present an efficient generalization of the sparse pseudo-input Gaussian process (SPGP) model developed by Snelson and Ghahramani [1], applying it to binary classification problems.

approximation, gaussian process, likelihood, (17 more...)

Neural Information Processing Systems

Dec-31-2008

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Country:
- North America > United States
  - Massachusetts (0.04)
- Europe > United Kingdom
  - England > Cambridgeshire > Cambridge (0.14)

Technology:
- Information Technology > Artificial Intelligence
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.68)
  - Machine Learning
    - Statistical Learning (1.00)
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.46)

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