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Katharina Morik

Fast Inference of Tree Ensembles on ARM Devices

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May 15, 2023
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Energy Efficiency Considerations for Popular AI Benchmarks

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Apr 17, 2023
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Shrub Ensembles for Online Classification

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Dec 07, 2021
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There is no Double-Descent in Random Forests

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Nov 08, 2021
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Improving the Accuracy-Memory Trade-Off of Random Forests Via Leaf-Refinement

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Oct 19, 2021
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Explaining Deep Learning Representations by Tracing the Training Process

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Sep 13, 2021
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Noisy Labels for Weakly Supervised Gamma Hadron Classification

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Aug 30, 2021
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The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning

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Jun 01, 2021
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Providing Meaningful Data Summarizations Using Examplar-based Clustering in Industry 4.0

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May 25, 2021
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Yes We Care! -- Certification for Machine Learning Methods through the Care Label Framework

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May 21, 2021
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