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Tracking the risk of a deployed model and detecting harmful distribution shifts.
Aleksandr Podkopaev
Aaditya Ramdas
Published in:
ICLR (2022)
Keyphrases
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formal model
probabilistic model
probability distribution
kalman filter
data sets
high level
computational model
conceptual model
cost function
theoretical framework
mathematical model
statistical model
risk assessment
probability model