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Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?
Anna-Kathrin Kopetzki
Bertrand Charpentier
Daniel Zügner
Sandhya Giri
Stephan Günnemann
Published in:
CoRR (2020)
Keyphrases
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model fitting
predictive model
artificial intelligence
parameter estimation
monte carlo simulation
prior knowledge
complex systems
statistical model
statistical models
boundary conditions
autoregressive
image segmentation
experimental data
accurate models