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When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making.
Sean McGrath
Parth Mehta
Alexandra Zytek
Isaac Lage
Himabindu Lakkaraju
Published in:
Trans. Mach. Learn. Res. (2023)
Keyphrases
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decision making
decision theory
decision making under uncertainty
incomplete information
conditional probabilities
inherent uncertainty
fuzzy logic
maximum likelihood
uncertain data
database
real time
robust optimization
uncertain information