Sebastian Buschjäger | DeepAI

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Featured Co-authors

Katharina Morik
97 publications
Jian-Jia Chen
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Claudio Lucchese
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Kuan-Hsun Chen
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Lukas Pfahler
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Mario Günzel
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Sibylle Hess
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Mikail Yayla
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Christian Hakert
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Philipp-Jan Honysz
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Rodion Novkin
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∙ 05/15/2023

Fast Inference of Tree Ensembles on ARM Devices

With the ongoing integration of Machine Learning models into everyday li...

0 Simon Koschel, et al. ∙

∙ 12/07/2021

Shrub Ensembles for Online Classification

Online learning algorithms have become a ubiquitous tool in the machine ...

2 Sebastian Buschjäger, et al. ∙

∙ 11/08/2021

There is no Double-Descent in Random Forests

Random Forests (RFs) are among the state-of-the-art in machine learning ...

23 Sebastian Buschjäger, et al. ∙

∙ 10/19/2021

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

Random Forests (RF) are among the state-of-the-art in many machine learn...

14 Sebastian Buschjäger, et al. ∙

∙ 05/25/2021

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

Data summarizations are a valuable tool to derive knowledge from large d...

17 Philipp-Jan Honysz, et al. ∙

∙ 02/02/2021

Bit Error Tolerance Metrics for Binarized Neural Networks

To reduce the resource demand of neural network (NN) inference systems, ...

5 Sebastian Buschjäger, et al. ∙

∙ 01/21/2021

GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar Clustering

The optimization of submodular functions constitutes a viable way to per...

11 Philipp-Jan Honysz, et al. ∙

∙ 11/05/2020

Generalized Negative Correlation Learning for Deep Ensembling

Ensemble algorithms offer state of the art performance in many machine l...

6 Sebastian Buschjäger, et al. ∙

∙ 10/20/2020

Very Fast Streaming Submodular Function Maximization

Data summarization has become a valuable tool in understanding even tera...

6 Sebastian Buschjäger, et al. ∙

∙ 02/03/2020

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

Non-volatile memory, such as resistive RAM (RRAM), is an emerging energy...

0 Sebastian Buschjäger, et al. ∙

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