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Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach.
Masaki Adachi
Satoshi Hayakawa
Martin Jørgensen
Xingchen Wan
Vu Nguyen
Harald Oberhauser
Michael A. Osborne
Published in:
AISTATS (2024)
Keyphrases
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active learning
batch mode
data driven
generative model
adaptive systems
probabilistic model
bayesian networks
probabilistic approaches
machine learning
information theoretic
genetic algorithm
context sensitive
random sampling
experimental design
annotation effort
active learning strategies
learning strategies
batch mode active learning
incremental learning
semi supervised learning
online learning
prior knowledge
information retrieval