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Unifying Approaches in Active Learning and Active Sampling via Fisher Information and Information-Theoretic Quantities.
Andreas Kirsch
Yarin Gal
Published in:
Trans. Mach. Learn. Res. (2022)
Keyphrases
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information theoretic
active sampling
active learning
information theory
fisher information
information geometry
mutual information
kullback leibler divergence
selective sampling
kl divergence
semi supervised
machine learning
learning algorithm
log likelihood