Search Results - Buschjäger, Sebastian

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  1. 1
    Decision Tree and Random Forest Implementations for Fast Filtering of Sensor Data

    Decision Tree and Random Forest Implementations for Fast Filtering of Sensor Data by Buschjager, Sebastian, Morik, Katharina

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  2. 2
    Joint leaf-refinement and ensemble pruning through $$L_1$$ regularization

    Joint leaf-refinement and ensemble pruning through $$L_1$$ regularization by Buschjäger, Sebastian, Morik, Katharina

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  3. 3
    Joint leaf-refinement and ensemble pruning through L1 regularization

    Joint leaf-refinement and ensemble pruning through L1 regularization by Buschjäger, Sebastian, Morik, Katharina

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  4. 4
    Randomized outlier detection with trees

    Randomized outlier detection with trees by Buschjäger, Sebastian, Honysz, Philipp-Jan, Morik, Katharina

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  5. 5
    Efficient Realization of Decision Trees for Real-Time Inference

    Efficient Realization of Decision Trees for Real-Time Inference by Chen, Kuan-Hsun, Su, Chiahui, Hakert, Christian, Buschjäger, Sebastian, Lee, Chao-Lin, Lee, Jenq-Kuen, Morik, Katharina, Chen, Jian-Jia

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  6. 6
    Shrub Ensembles for Online Classification

    Shrub Ensembles for Online Classification by Buschjäger, Sebastian, Hess, Sibylle, Morik, Katharina J.

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  7. 7
    Reliable Binarized Neural Networks on Unreliable Beyond Von-Neumann Architecture

    Reliable Binarized Neural Networks on Unreliable Beyond Von-Neumann Architecture by Yayla, Mikail, Thomann, Simon, Buschjager, Sebastian, Morik, Katharina, Chen, Jian-Jia, Amrouch, Hussam

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  8. 8
    There is no Double-Descent in Random Forests

    There is no Double-Descent in Random Forests by Buschjäger, Sebastian, Morik, Katharina

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  9. 9
    Improving the Accuracy-Memory Trade-Off of Random Forests Via Leaf-Refinement

    Improving the Accuracy-Memory Trade-Off of Random Forests Via Leaf-Refinement by Buschjäger, Sebastian, Morik, Katharina

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  10. 10
    FeFET-Based Binarized Neural Networks Under Temperature-Dependent Bit Errors

    FeFET-Based Binarized Neural Networks Under Temperature-Dependent Bit Errors by Yayla, Mikail, Buschjager, Sebastian, Gupta, Aniket, Chen, Jian-Jia, Henkel, Jorg, Morik, Katharina, Chen, Kuan-Hsun, Amrouch, Hussam

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  11. 11
    Shrub Ensembles for Online Classification

    Shrub Ensembles for Online Classification by Buschjäger, Sebastian, Hess, Sibylle, Morik, Katharina

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  12. 12
    Fast Inference of Tree Ensembles on ARM Devices

    Fast Inference of Tree Ensembles on ARM Devices by Koschel, Simon, Buschjäger, Sebastian, Lucchese, Claudio, Morik, Katharina

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  13. 13
    GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar Clustering

    GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar Clustering by Philipp-Jan Honysz, Buschjäger, Sebastian, Morik, Katharina

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  14. 14
    Generalized Negative Correlation Learning for Deep Ensembling

    Generalized Negative Correlation Learning for Deep Ensembling by Buschjäger, Sebastian, Pfahler, Lukas, Morik, Katharina

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  15. 15
    Margin-Maximization in Binarized Neural Networks for Optimizing Bit Error Tolerance

    Margin-Maximization in Binarized Neural Networks for Optimizing Bit Error Tolerance by Buschjager, Sebastian, Chen, Jian-Jia, Chen, Kuan-Hsun, Gunzel, Mario, Hakert, Christian, Morik, Katharina, Novkin, Rodion, Pfahler, Lukas, Yayla, Mikail

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  16. 16
    Providing Meaningful Data Summarizations Using Exemplar-based Clustering in Industry 4.0

    Providing Meaningful Data Summarizations Using Exemplar-based Clustering in Industry 4.0 by Philipp-Jan Honysz, Schulze-Struchtrup, Alexander, Buschjäger, Sebastian, Morik, Katharina

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  17. 17
    Very Fast Streaming Submodular Function Maximization

    Very Fast Streaming Submodular Function Maximization by Buschjäger, Sebastian, Philipp-Jan Honysz, Pfahler, Lukas, Morik, Katharina

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  18. 18
    Bit Error Tolerance Metrics for Binarized Neural Networks

    Bit Error Tolerance Metrics for Binarized Neural Networks by Buschjäger, Sebastian, Jian-Jia, Chen, Chen, Kuan-Hsun, Günzel, Mario, Morik, Katharina, Novkin, Rodion, Pfahler, Lukas, Mikail Yayla

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  19. 19
    Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks

    Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks by Buschjäger, Sebastian, Jian-Jia, Chen, Chen, Kuan-Hsun, Günzel, Mario, Hakert, Christian, Morik, Katharina, Novkin, Rodion, Pfahler, Lukas, Mikail Yayla

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  20. 20
    Realization of Random Forest for Real-Time Evaluation through Tree Framing

    Realization of Random Forest for Real-Time Evaluation through Tree Framing by Buschjager, Sebastian, Chen, Kuan-Hsun, Chen, Jian-Jia, Morik, Katharina

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