Bernhard Schölkopf
Bernhard Schölkopf publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistics and Probability, on topics such as Neural Networks and Applications, Face and Expression Recognition and Bayesian Modeling and Causal Inference.
- World rank
- #15,770 of 1,633,909 ranked researchers
- Rank in Germany
- #1,412 of 86,443
- Works
- 384
- Citations
- 4.7k
- Citations per work
- 12.3
What does Bernhard Schölkopf research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence33% of their works
- 2Computer Vision and Pattern Recognition14% of their works
- 3Statistics and Probability6% of their works
- 4Cognitive Neuroscience5% of their works
- 5Control and Systems Engineering4% of their works
- 6Molecular Biology4% of their works
Research topics
Which keywords describe Bernhard Schölkopf's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Gaussian Processes, Neural Networks, Self-Organizing Maps, Semi-Supervised Learning, Dimensionality Reduction and Face Recognition.
- Transfer Learning
- Fault Detection
- Variational Inference
- Sparse Regression
- Image Classification
- Causal Inference
- Face Recognition
- Semi-Supervised Learning
- Neural Networks
- Machine Learning
- Deep Learning
- Gaussian Processes
- Self-Organizing Maps
- Dimensionality Reduction
- Bayesian Networks
- Active Learning
- Regularization
- Variable Selection
- Domain Adaptation
- Process Monitoring
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 20 words, with their numbers
- Deep Learning583 topics
- Machine Learning403 topics
- Gaussian Processes292 topics
- Neural Networks291 topic
- Self-Organizing Maps291 topic
- Semi-Supervised Learning262 topics
- Dimensionality Reduction201 topic
- Face Recognition201 topic
- Bayesian Networks191 topic
- Causal Inference191 topic
- Active Learning151 topic
- Image Classification151 topic
- Regularization141 topic
- Sparse Regression141 topic
- Variable Selection141 topic
- Variational Inference141 topic
- Domain Adaptation111 topic
- Fault Detection111 topic
- Process Monitoring111 topic
- Transfer Learning111 topic
Where does Bernhard Schölkopf work?
Bernhard Schölkopf's main affiliation in the publication record is Max Planck Society, Germany.
How many publications and citations does Bernhard Schölkopf have?
Science Explorer counts 384 works and 4,706 citations for Bernhard Schölkopf, ranking #15,770 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.