Sebastian Buschjäger
Sebastian Buschjäger
Postdoc Lamarr-Institut for ML and AI
Verified email at - Homepage
Cited by
Cited by
Decision tree and random forest implementations for fast filtering of sensor data
S Buschjäger, K Morik
IEEE Transactions on Circuits and Systems I: Regular Papers 65 (1), 209-222, 2017
Realization of random forest for real-time evaluation through tree framing
S Buschjager, KH Chen, JJ Chen, K Morik
2018 IEEE International Conference on Data Mining (ICDM), 19-28, 2018
Randomized outlier detection with trees
S Buschjäger, PJ Honysz, K Morik
International Journal of Data Science and Analytics 13 (2), 91-104, 2022
Margin-maximization in binarized neural networks for optimizing bit error tolerance
S Buschjäger, JJ Chen, KH Chen, M Günzel, C Hakert, K Morik, R Novkin, ...
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 673-678, 2021
On-site gamma-hadron separation with deep learning on FPGAs
S Buschjäger, L Pfahler, J Buss, K Morik, W Rhode
Machine Learning and Knowledge Discovery in Databases: Applied Data Science …, 2021
Generalized negative correlation learning for deep ensembling
S Buschjäger, L Pfahler, K Morik
arXiv preprint arXiv:2011.02952, 2020
Fefet-based binarized neural networks under temperature-dependent bit errors
M Yayla, S Buschjäger, A Gupta, JJ Chen, J Henkel, K Morik, KH Chen, ...
IEEE Transactions on Computers 71 (7), 1681-1695, 2021
There is no double-descent in random forests
S Buschjäger, K Morik
arXiv preprint arXiv:2111.04409, 2021
Reliable binarized neural networks on unreliable beyond von-neumann architecture
M Yayla, S Thomann, S Buschjäger, K Morik, JJ Chen, H Amrouch
IEEE Transactions on Circuits and Systems I: Regular Papers 69 (6), 2516-2528, 2022
Efficient realization of decision trees for real-time inference
KH Chen, C Su, C Hakert, S Buschjäger, CL Lee, JK Lee, K Morik, ...
ACM Transactions on Embedded Computing Systems 21 (6), 1-26, 2022
Very fast streaming submodular function maximization
S Buschjäger, PJ Honysz, L Pfahler, K Morik
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
Generalized isolation forest: some theory and more applications extended abstract
S Buschjäger, PJ Honysz, K Morik
2020 IEEE 7th International Conference on Data Science and Advanced …, 2020
Summary Extraction on Data Streams in Embedded Systems.
S Buschjäger, K Morik, M Schmidt
Towards explainable bit error tolerance of resistive ram-based binarized neural networks
S Buschjäger, JJ Chen, KH Chen, M Günzel, C Hakert, K Morik, R Novkin, ...
arXiv preprint arXiv:2002.00909, 2020
Gaussian Model Trees for Traffic Imputation.
S Buschjäger, T Liebig, K Morik
ICPRAM, 243-254, 2019
Joint leaf-refinement and ensemble pruning through regularization
S Buschjäger, K Morik
Data Mining and Knowledge Discovery 37 (3), 1230-1261, 2023
Bit error tolerance metrics for binarized neural networks
S Buschjäger, JJ Chen, KH Chen, M Günzel, K Morik, R Novkin, L Pfahler, ...
arXiv preprint arXiv:2102.01344, 2021
Untersuchungen zur Analyse von deutschsprachigen Textdaten
K Morik, A Jung, J Weckwerth, S Rötner, S Hess, S Buschjäger, L Pfahler
Universitätsbibliothek Dortmund, 2015
Shrub ensembles for online classification
S Buschjäger, S Hess, KJ Morik
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6123-6131, 2022
Ensemble learning with discrete classifiers on small devices
S Buschjäger
The system can't perform the operation now. Try again later.
Articles 1–20