IEEE - Institute of Electrical and Electronics Engineers, Inc. - Latent Dirichlet Conditional Naive-Bayes Models

2007 7th IEEE International Conference on Data Mining (ICDM '07)

Author(s): A. Banerjee ; Hanhuai Shan
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2007
Conference Location: Omaha, NE, USA
Conference Date: 28 October 2007
Page(s): 421 - 426
ISBN (Paper): 978-0-7695-3018-5
ISSN (Paper): 1550-4786
DOI: 10.1109/ICDM.2007.55
Regular:

In spite of the popularity of probabilistic mixture models for latent structure discovery from data, mixture models do not have a natural mechanism for handling sparsity, where each data point... View More

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