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Alexander Fishkov

Conditionally valid Probabilistic Conformal Prediction

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Jul 01, 2024
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Efficient Conformal Prediction under Data Heterogeneity

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Dec 25, 2023
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Selective Nonparametric Regression via Testing

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Sep 28, 2023
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Scalable computation of prediction intervals for neural networks via matrix sketching

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May 06, 2022
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NUQ: Nonparametric Uncertainty Quantification for Deterministic Neural Networks

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Feb 07, 2022
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