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Researcher · Max Planck Institute for Intelligent Systems · Germany

Bernhard Schölkopf

Bernhard Schölkopf publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Cognitive Neuroscience, on topics such as Neural Networks and Applications, Bayesian Modeling and Causal Inference and Face and Expression Recognition.

ORCID 0000-0002-8177-0925 OpenAlex
World rank
#46,036
of 7,710,434 ranked researchers
Rank in Germany
#2,656
of 364,343
Works
1,416
Citations
148k
Citations per work
104.8
h-index
142
i10-index 547Top 0.1% in Artificial Intelligence
Bernhard Schölkopf

What does Bernhard Schölkopf research?

Bernhard Schölkopf's work is mostly in Computer Science (46%), Neuroscience (5%), Engineering (4%).

Physical Sciences: 758 works · 53.5% of their workComputer Science: 649 works · 45.8% of their workArtificial Intelligence: 453 works · 32.0% of their workComputer Vision and Pattern Recognition: 195 works · 13.8% of their workEngineering: 57 works · 4.0% of their workControl and Systems Engineering: 57 works · 4.0% of their workMathematics: 52 works · 3.7% of their workStatistics and Probability: 52 works · 3.7% of their workEverything else: 530 works · 37.4% of their workLife Sciences: 129 works · 9.1% of their workNeuroscience: 76 works · 5.4% of their workCognitive Neuroscience: 76 works · 5.4% of their workBiochemistry, Genetics and Molecular Biology: 52 works · 3.7% of their workMolecular Biology: 52 works · 3.7% of their workTHEIR WORKBernhardSchölkopf1,416works
Life Sciences9%Physical Sciences54%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science64945.8%
    2. Engineering574.0%
    3. Mathematics523.7%
  2. Everything else53037.4%
    1. Neuroscience765.4%
    2. Biochemistry, Genetics and Molecular Biology523.7%
  1. 1Artificial Intelligence32% of their works
  2. 2Computer Vision and Pattern Recognition14% of their works
  3. 3Cognitive Neuroscience5% of their works
  4. 4Control and Systems Engineering4% of their works
  5. 5Statistics and Probability4% of their works
  6. 6Molecular Biology4% of their works

Research topics

Which keywords describe Bernhard Schölkopf's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Self-Organizing Maps, Gaussian Processes, Machine Learning, Semi-Supervised Learning, Meta-Learning and Bayesian Networks.

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 21 words, with their numbers
  1. Deep Learning3683 topics
  2. Neural Networks1911 topic
  3. Self-Organizing Maps1911 topic
  4. Gaussian Processes1772 topics
  5. Machine Learning1772 topics
  6. Semi-Supervised Learning1742 topics
  7. Meta-Learning1632 topics
  8. Bayesian Networks1281 topic
  9. Causal Inference1281 topic
  10. Dimensionality Reduction1251 topic
  11. Face Recognition1251 topic
  12. Active Learning971 topic
  13. Image Classification971 topic
  14. Hyperparameter Optimization861 topic
  15. Noisy Labels861 topic
  16. Sparse Regression801 topic
  17. Variational Inference801 topic
  18. Domain Adaptation771 topic
  19. Transfer Learning771 topic
  20. Brain-Computer Interfaces661 topic
  21. EEG Analysis661 topic

Where does Bernhard Schölkopf work?

Bernhard Schölkopf's main affiliation in the publication record is Max Planck Institute for Intelligent Systems, Germany.

How many publications and citations does Bernhard Schölkopf have?

OpenAlex counts 1,416 works and 148,369 citations for Bernhard Schölkopf, an h-index of 142, ranking #46,036 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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