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Sebastian Buschjäger
Sebastian Buschjäger
Bestätigte E-Mail-Adresse bei tu-dortmund.de - Startseite
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Zitiert von
Zitiert von
Jahr
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
462017
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
252018
Randomized outlier detection with trees
S Buschjäger, PJ Honysz, K Morik
International Journal of Data Science and Analytics, 1-14, 2020
122020
Generalized negative correlation learning for deep ensembling
S Buschjäger, L Pfahler, K Morik
arXiv preprint arXiv:2011.02952, 2020
102020
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
82021
On-site gamma-hadron separation with deep learning on FPGAs
S Buschjäger, L Pfahler, J Buss, K Morik, W Rhode
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020
82020
Very fast streaming submodular function maximization
S Buschjäger, PJ Honysz, L Pfahler, K Morik
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
72021
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
52021
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
52020
Efficient Realization of Decision Trees for Real-Time Inference
KH Chen, CH Su, C Hakert, S Buschjäger, CL Lee, JK Lee, K Morik, ...
ACM Transactions on Embedded Computing Systems (TECS), 2022
32022
Untersuchungen zur Analyse von deutschsprachigen Textdaten
K Morik, A Jung, J Weckwerth, S Rötner, S Hess, S Buschjäger, L Pfahler
Universitätsbibliothek Dortmund, 2015
32015
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
22021
Shrub ensembles for online classification
S Buschjäger, S Hess, KJ Morik
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6123-6131, 2022
12022
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, 2022
12022
There is no Double-Descent in Random Forests
S Buschjäger, K Morik
arXiv preprint arXiv:2111.04409, 2021
12021
Providing Meaningful Data Summarizations Using Exemplar-based Clustering in Industry 4.0
PJ Honysz, A Schulze-Struchtrup, S Buschjäger, K Morik
arXiv preprint arXiv:2105.12026, 2021
12021
GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar Clustering
PJ Honysz, S Buschjäger, K Morik
arXiv preprint arXiv:2101.08763, 2021
12021
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
12020
Stack Usage Analysis for Efficient Wear Leveling in Non-Volatile Main Memory Systems
C Hakert, M Yayla, KH Chen, G von der Brüggen, JJ Chen, S Buschjäger, ...
2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD), 1-6, 2019
12019
Gaussian Model Trees for Traffic Imputation.
S Buschjäger, T Liebig, K Morik
ICPRAM, 243-254, 2019
12019
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