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IB-UQ: Information bottleneck based uncertainty quantification for neural function regression and neural operator learning.
Ling Guo
Hao Wu
Yan Wang
Wenwen Zhou
Tao Zhou
Published in:
J. Comput. Phys. (2024)
Keyphrases
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information bottleneck
regression model
learning tasks
learning algorithm
incremental learning
machine learning
information theoretic
social networks
feature extraction
reinforcement learning
pairwise
prior knowledge
active learning
probabilistic model