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Sebastian Bach | Researchclopedia

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Sebastian Bach

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

15

Works

4,723

Citations

7

h-index

5

i10-index

Research Topics

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications Anomaly Detection Techniques and Applications

Affiliations

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute2015–2016

Technische Universität Berlin2015–2015

Top Works

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Sebastian Bach,Alexander Binder,et al.

20154,474 citations

Machine Learning and Data Classification

Domain Adaptation and Few-Shot Learning

Layer-Wise Relevance Propagation for Deep Neural Network Architectures

Alexander Binder,Sebastian Bach,et al.

2016165 citations

Layer-wise Relevance Propagation for Neural Networks with Local Renormalization Layers

Alexander Binder,Grégoire Montavon,et al.

201625 citations

Evaluating the visualization of what a Deep Neural Network has learned

Wojciech Samek,Alexander Binder,et al.

201518 citations

Interpretable deep neural networks for single-trial EEG classification

Irene Sturm,Sebastian Bach,et al.

201617 citations

Controlling explanatory heatmap resolution and semantics via decomposition depth

Sebastian Bach,Alexander Binder,et al.

20168 citations

Analyzing Classifiers: Fisher Vectors and Deep Neural Networks

Sebastian Bach,Alexander Binder,et al.

20158 citations

Image Compression Using Blocksort

Maike Schindler,Sebastian Bach

20014 citations

Detecting Behavioral and Structural Anomalies in MediaCloud Applications

Guido Schwenk,Sebastian Bach

20144 citations