Sebastian Buschjäger

Randomized outlier detection with trees

Sebastian Buschjäger, Philipp-Jan Honysz, Katharina Morik, 2020, International Journal of Data Science and Analytics.

Very Fast Streaming Submodular Function Maximization pdf

Sebastian Buschjäger, Philipp-Jan Honysz, Katharina Morik, 2020, ECML/PKDD.

Generalized Isolation Forest: Some Theory and More Applications Extended Abstract

Katharina Morik, Sebastian Buschjäger, Philipp-Jan Honysz, 2020, 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA).

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

Jian-Jia Chen, Kuan-Hsun Chen, Katharina Morik, 2020, ArXiv.

Generalized Negative Correlation Learning for Deep Ensembling pdf

Sebastian Buschjäger, Katharina Morik, Lukas Pfahler, 2020, ArXiv.

Discovering Subtle Word Relations in Large German Corpora

Katharina Morik, Sebastian Buschjäger, Lukas Pfahler, 2015 .

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

Katharina Morik, Sebastian Buschjäger, K. Morik, 2018, IEEE Transactions on Circuits and Systems I: Regular Papers.

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

Katharina Morik, Jian-Jia Chen, Kuan-Hsun Chen, 2021, 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE).

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

Katharina Morik, Sebastian Buschjäger, 2021, ArXiv.

There is no Double-Descent in Random Forests pdf

Katharina Morik, Sebastian Buschjäger, K. Morik, 2021, ArXiv.

Providing Meaningful Data Summarizations Using Examplar-based Clustering in Industry 4.0 pdf

Katharina Morik, Sebastian Buschjäger, Philipp-Jan Honysz, 2021, ArXiv.

Bit Error Tolerance Metrics for Binarized Neural Networks pdf

Katharina Morik, Jian-Jia Chen, Kuan-Hsun Chen, 2021, ArXiv.