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On the Out-of-Distribution Coverage of Combining Split Conformal Prediction and Bayesian Deep Learning.
Paul Scemama
Ariel Kapusta
Published in:
Trans. Mach. Learn. Res. (2024)
Keyphrases
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particle filter
deep learning
conformal prediction
unsupervised learning
machine learning
unsupervised feature learning
confidence levels
mental models
weakly supervised
ridge regression
maximum likelihood
model selection
markov random field
multi class
active learning
pattern recognition
bayesian networks