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Karl Kumbier

Curating a COVID-19 data repository and forecasting county-level death counts in the United States

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May 16, 2020
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A Debiased MDI Feature Importance Measure for Random Forests

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Jun 26, 2019
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Three principles of data science: predictability, computability, and stability (PCS)

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Jan 23, 2019
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Interpretable machine learning: definitions, methods, and applications

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Jan 14, 2019
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Refining interaction search through signed iterative Random Forests

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Oct 16, 2018
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Iterative Random Forests to detect predictive and stable high-order interactions

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Dec 23, 2017
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Artificial Intelligence and Statistics

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Dec 08, 2017
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