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Generative vs. Discriminative modeling under the lens of uncertainty quantification.
Elouan Argouarc'h
François Desbouvries
Eric Barat
Eiji Kawasaki
Published in:
CoRR (2024)
Keyphrases
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discriminative learning
bayesian network classifiers
generative model
data driven
reasoning under uncertainty
machine learning
decision trees
unsupervised learning
discriminative models
feature extraction
hidden markov models
uncertain data
belief functions
inherent uncertainty
discriminatively trained