Efficient Approximation of the Conditional Relative Entropy with Applications to Discriminative Learning of Bayesian Network Classifiers
Work
Year: 2013
Type: article
Abstract: We propose a minimum variance unbiased approximation to the conditional relative entropy of the distribution induced by the observed frequency estimates, for multi-classification tasks. Such approxima... more
Source: Entropy
Institutions University of Lisbon, Instituto de Telecomunicações
Cites: 37
Cited by: 12
Related to: 10
FWCI: 0.756
Citation percentile (by year/subfield): 90.94
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Reduced inequalities
Open Access status: gold
APC paid (est): $2,165