Kristian Kersting
Kristian Kersting publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Bayesian Modeling and Causal Inference, Natural Language Processing Techniques and Topic Modeling.
- World rank
- #378,216 of 1,633,909 ranked researchers
- Rank in Germany
- #22,580 of 86,443
- Works
- 146
- Citations
- 510
- Citations per work
- 3.5
What does Kristian Kersting research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence57% of their works
- 2Computer Vision and Pattern Recognition10% of their works
- 3Signal Processing5% of their works
- 4Computational Theory and Mathematics5% of their works
- 5Computer Networks and Communications2% of their works
- 6Management Science and Operations Research2% of their works
Research topics
Which keywords describe Kristian Kersting's research?
The keywords of their largest research topics: Bayesian Networks, Causal Inference, Deep Learning, Image Classification, Machine Learning, Neural Networks, Neural Machine Translation and Statistical Machine Translation.
- Robustness
- Modal Logic
- Convolutional Neural Networks
- Word Representation
- Noisy Labels
- Hyperparameter Optimization
- Statistical Machine Translation
- Neural Networks
- Image Classification
- Causal Inference
- Bayesian Networks
- Deep Learning
- Machine Learning
- Neural Machine Translation
- Active Learning
- Machine Translation
- Semi-Supervised Learning
- Answer Set Programming
- Image Recognition
- Adversarial Examples
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
- Bayesian Networks221 topic
- Causal Inference221 topic
- Deep Learning153 topics
- Image Classification112 topics
- Machine Learning102 topics
- Neural Networks102 topics
- Neural Machine Translation91 topic
- Statistical Machine Translation91 topic
- Active Learning61 topic
- Hyperparameter Optimization61 topic
- Machine Translation61 topic
- Noisy Labels61 topic
- Semi-Supervised Learning61 topic
- Word Representation61 topic
- Answer Set Programming51 topic
- Convolutional Neural Networks51 topic
- Image Recognition51 topic
- Modal Logic51 topic
- Adversarial Examples41 topic
- Robustness41 topic
Where does Kristian Kersting work?
Kristian Kersting's main affiliation in the publication record is Technische Universität Darmstadt, Germany.
How many publications and citations does Kristian Kersting have?
Science Explorer counts 146 works and 510 citations for Kristian Kersting, ranking #378,216 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.
Other researchers named Kristian Kersting
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