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Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions.
Jake C. Snell
Thomas P. Zollo
Zhun Deng
Toniann Pitassi
Richard S. Zemel
Published in:
CoRR (2022)
Keyphrases
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expected loss
control system
wide range
control method
central limit theorem
process control
risk assessment
probability distribution
upper bound
high precision
database
expert systems
decision making
confidence intervals
probability theory
loss probability
chance constraints
neural network