Ralf Herbrich
Ralf Herbrich publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Management Science and Operations Research, on topics such as Face and Expression Recognition, Neural Networks and Applications and Machine Learning and Algorithms.
- World rank
- #46,158 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #4,377 of 90,785
- Works
- 32
- Citations
- 539
- Citations per work
- 16.8
What does Ralf Herbrich research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence52% of their works
- 2Computer Vision and Pattern Recognition15% of their works
- 3Management Science and Operations Research9% of their works
- 4Computer Networks and Communications6% of their works
- 5Signal Processing3% of their works
- 6Computational Theory and Mathematics3% of their works
Research topics
Which keywords describe Ralf Herbrich's research?
The keywords of their largest research topics: Deep Learning, Dimensionality Reduction, Face Recognition, Gaussian Processes, Machine Learning, Neural Networks, Self-Organizing Maps and Active Learning.
- Ontology
- Sparse Regression
- Mechanism Design
- Distributed Algorithms
- Auction Theory
- Active Learning
- Neural Networks
- Gaussian Processes
- Dimensionality Reduction
- Deep Learning
- Face Recognition
- Machine Learning
- Self-Organizing Maps
- Semi-Supervised Learning
- Constraint Optimization
- Hyperparameter Optimization
- Noisy Labels
- Variational Inference
- Semantic Web
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 19 words, with their numbers
- Deep Learning93 topics
- Dimensionality Reduction51 topic
- Face Recognition51 topic
- Gaussian Processes52 topics
- Machine Learning52 topics
- Neural Networks41 topic
- Self-Organizing Maps41 topic
- Active Learning31 topic
- Semi-Supervised Learning31 topic
- Auction Theory21 topic
- Constraint Optimization21 topic
- Distributed Algorithms21 topic
- Hyperparameter Optimization21 topic
- Mechanism Design21 topic
- Noisy Labels21 topic
- Sparse Regression21 topic
- Variational Inference21 topic
- Ontology11 topic
- Semantic Web11 topic
Where does Ralf Herbrich work?
Ralf Herbrich's main affiliation in the publication record is Microsoft Research (United Kingdom), United Kingdom.
How many publications and citations does Ralf Herbrich have?
Science Explorer counts 32 works and 539 citations for Ralf Herbrich, ranking #46,158 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.