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07/31/2023
Conformal PID Control for Time Series Prediction
We study the problem of uncertainty quantification for time series predi...
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10/03/2021
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control
We introduce Learn then Test, a framework for calibrating machine learni...
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07/15/2021
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification
Black-box machine learning learning methods are now routinely used in hi...
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04/07/2020
