Sebastian Buschjäger

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 26

Top Topics

Error Tolerance

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

ACM Trans. Embed. Comput. Syst.

Publications

Jannik Malcher, Daniel Biebert, Kuan-Hsun Chen, Sebastian Buschjäger, Christian Hakert, Jian-Jia Chen
Language-Based Deployment Optimization for Random Forests (Invited Paper). LCTES (2024)
Sebastian Buschjäger, Katharina Morik
regularization. Data Min. Knowl. Discov. 37 (3) (2023)
Simon Koschel, Sebastian Buschjäger, Claudio Lucchese, Katharina Morik
Fast Inference of Tree Ensembles on ARM Devices. CoRR (2023)
Sebastian Buschjäger, Philipp-Jan Honysz, Katharina Morik
Randomized outlier detection with trees. Int. J. Data Sci. Anal. 13 (2) (2022)
Mikail Yayla, Sebastian Buschjäger, Aniket Gupta, Jian-Jia Chen, Jörg Henkel, Katharina Morik, Kuan-Hsun Chen, Hussam Amrouch
FeFET-Based Binarized Neural Networks Under Temperature-Dependent Bit Errors. IEEE Trans. Computers 71 (7) (2022)
Kuan-Hsun Chen, Chiahui Su, Christian Hakert, Sebastian Buschjäger, Chao-Lin Lee, Jenq-Kuen Lee, Katharina Morik, Jian-Jia Chen
Efficient Realization of Decision Trees for Real-Time Inference. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Mikail Yayla, Simon Thomann, Sebastian Buschjäger, Katharina Morik, Jian-Jia Chen, Hussam Amrouch
Reliable Binarized Neural Networks on Unreliable Beyond Von-Neumann Architecture. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (6) (2022)
Sebastian Buschjäger, Sibylle Hess, Katharina Morik
Shrub Ensembles for Online Classification. AAAI (2022)
Philipp-Jan Honysz, Alexander Schulze-Struchtrup, Sebastian Buschjäger, Katharina Morik
Providing Meaningful Data Summarizations Using Examplar-based Clustering in Industry 4.0. CoRR (2021)
Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Katharina Morik, Rodion Novkin, Lukas Pfahler, Mikail Yayla
Bit Error Tolerance Metrics for Binarized Neural Networks. CoRR (2021)
Sebastian Buschjäger, Sibylle Hess, Katharina Morik
Shrub Ensembles for Online Classification. CoRR (2021)
Philipp-Jan Honysz, Sebastian Buschjäger, Katharina Morik
GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar Clustering. CoRR (2021)
Sebastian Buschjäger, Katharina Morik
There is no Double-Descent in Random Forests. CoRR (2021)
Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler, Mikail Yayla
Margin-Maximization in Binarized Neural Networks for Optimizing Bit Error Tolerance. DATE (2021)
Sebastian Buschjäger, Philipp-Jan Honysz, Lukas Pfahler, Katharina Morik
Very Fast Streaming Submodular Function Maximization. ECML/PKDD (3) (2021)
Sebastian Buschjäger, Katharina Morik
Improving the Accuracy-Memory Trade-Off of Random Forests Via Leaf-Refinement. CoRR (2021)
Sebastian Buschjäger, Philipp-Jan Honysz, Katharina Morik
Very Fast Streaming Submodular Function Maximization. CoRR (2020)
Sebastian Buschjäger, Philipp-Jan Honysz, Katharina Morik
Generalized Isolation Forest: Some Theory and More Applications Extended Abstract. DSAA (2020)
Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler, Mikail Yayla
Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks. CoRR (2020)
Sebastian Buschjäger, Lukas Pfahler, Jens Buß, Katharina Morik, Wolfgang Rhode
On-Site Gamma-Hadron Separation with Deep Learning on FPGAs. ECML/PKDD (4) (2020)
Sebastian Buschjäger, Lukas Pfahler, Katharina Morik
Generalized Negative Correlation Learning for Deep Ensembling. CoRR (2020)
Sebastian Buschjäger, Thomas Liebig, Katharina Morik
Gaussian Model Trees for Traffic Imputation. ICPRAM (2019)
Katharina Morik, Christian Bockermann, Sebastian Buschjäger
Big Data Science. Künstliche Intell. 32 (1) (2018)
Sebastian Buschjäger, Katharina Morik
Decision Tree and Random Forest Implementations for Fast Filtering of Sensor Data. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2018)
Sebastian Buschjäger, Kuan-Hsun Chen, Jian-Jia Chen, Katharina Morik
Realization of Random Forest for Real-Time Evaluation through Tree Framing. ICDM (2018)
Sebastian Buschjäger, Katharina Morik, Maik Schmidt
Summary Extraction on Data Streams in Embedded Systems. IOTSTREAMING@PKDD/ECML (2017)