Wojciech Samek
Wojciech Samek publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Cognitive Neuroscience, on topics such as Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning and Privacy-Preserving Technologies in Data.
- World rank
- #33,440 of 1,633,909 ranked researchers
- Rank in Germany
- #2,528 of 86,443
- Works
- 104
- Citations
- 1k
- Citations per work
- 10.1
What does Wojciech Samek research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence45% of their works
- 2Computer Vision and Pattern Recognition13% of their works
- 3Cognitive Neuroscience7% of their works
- 4Signal Processing4% of their works
- 5Statistical and Nonlinear Physics3% of their works
- 6Materials Chemistry3% of their works
Research topics
- Explainable Artificial Intelligence (XAI)
- Adversarial Robustness in Machine Learning
- Privacy-Preserving Technologies in Data
- Machine Learning and Data Classification
- Neural Networks and Applications
- Domain Adaptation and Few-Shot Learning
- Advanced Neural Network Applications
- Machine Learning in Materials Science
Which keywords describe Wojciech Samek's research?
The keywords of their largest research topics: Deep Neural Networks, Machine Learning, Deep Learning, Interpretable Models, Machine Learning Interpretability, Neural Networks, Data Mining and Meta-Learning.
- Transfer Learning
- Materials Informatics
- High-Throughput
- Convolutional Neural Networks
- Noisy Labels
- Federated Learning
- Robustness
- Meta-Learning
- Neural Networks
- Interpretable Models
- Machine Learning
- Deep Neural Networks
- Deep Learning
- Machine Learning Interpretability
- Data Mining
- Adversarial Examples
- Differential Privacy
- Hyperparameter Optimization
- Backpropagation Learning
- Domain Adaptation
- Image Recognition
- Self-Organizing Maps
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 22 words, with their numbers
- Deep Neural Networks232 topics
- Machine Learning203 topics
- Deep Learning183 topics
- Interpretable Models171 topic
- Machine Learning Interpretability171 topic
- Neural Networks132 topics
- Data Mining122 topics
- Meta-Learning112 topics
- Adversarial Examples81 topic
- Robustness81 topic
- Differential Privacy71 topic
- Federated Learning71 topic
- Hyperparameter Optimization61 topic
- Noisy Labels61 topic
- Backpropagation Learning51 topic
- Convolutional Neural Networks51 topic
- Domain Adaptation51 topic
- High-Throughput51 topic
- Image Recognition51 topic
- Materials Informatics51 topic
- Self-Organizing Maps51 topic
- Transfer Learning51 topic
Where does Wojciech Samek work?
Wojciech Samek's main affiliation in the publication record is Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute, Germany.
How many publications and citations does Wojciech Samek have?
Science Explorer counts 104 works and 1,047 citations for Wojciech Samek, ranking #33,440 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.