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07/24/2020
A (tight) upper bound for the length of confidence intervals with conditional coverage
Kivaranovic and Leeb (2020) showed that confidence intervals based on a ...
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06/02/2020
Conformal prediction intervals for the individual treatment effect
We propose several prediction intervals procedures for the individual tr...
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05/25/2019
Adaptive, Distribution-Free Prediction Intervals for Deep Neural Networks
This paper addresses the problem of assessing the variability of predict...
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01/17/2019
The Oracle of DLphi
We present a novel technique based on deep learning and set theory which...
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12/19/2018
Discussion on "Model Confidence Bounds for Variable Selection" by Yang Li, Yuetian Luo, Davide Ferrari, Xiaonan Hu, and Yichen Qin
This is a comment on the article mentioned in the title....
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12/19/2018
Comment on "Model Confidence Bounds for Variable Selection" by Yang Li, Yuetian Luo, Davide Ferrari, Xiaonan Hu, and Yichen Qin
This is a comment on the article mentioned in the title....
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03/05/2018