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Fredrik Hellström

Generalization and Informativeness of Conformal Prediction

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Jan 22, 2024
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Comparing Comparators in Generalization Bounds

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Oct 16, 2023
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Generalization Bounds: Perspectives from Information Theory and PAC-Bayes

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Sep 08, 2023
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Adaptive Selective Sampling for Online Prediction with Experts

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Feb 16, 2023
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Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness

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Oct 12, 2022
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A New Family of Generalization Bounds Using Samplewise Evaluated CMI

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Oct 12, 2022
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Nonvacuous Loss Bounds with Fast Rates for Neural Networks via Conditional Information Measures

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Oct 22, 2020
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Generalization Bounds via Information Density and Conditional Information Density

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May 16, 2020
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Generalization Error Bounds via $m$th Central Moments of the Information Density

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Apr 20, 2020
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