Günther Koliander
Günther Koliander publishes mostly in Artificial Intelligence, Control and Systems Engineering and Statistics and Probability, on topics such as Adversarial Robustness in Machine Learning, Bayesian Modeling and Causal Inference and Machine Learning and Data Classification.
- World rank
- #805,403 of 1,633,909 ranked researchers
- Rank in Austria
- #5,482 of 10,230
- Works
- 15
- Citations
- 27
- Citations per work
- 1.8
What does Günther Koliander research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence67% of their works
- 2Control and Systems Engineering17% of their works
- 3Statistics and Probability17% of their works
Research topics
Which keywords describe Günther Koliander's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Adversarial Examples, Bayesian Networks, Causal Inference, Fault Detection, Gaussian Processes and Hyperparameter Optimization.
- Variational Inference
- Regression Analysis
- Noisy Labels
- Hyperparameter Optimization
- Fault Detection
- Bayesian Networks
- Deep Learning
- Machine Learning
- Adversarial Examples
- Causal Inference
- Gaussian Processes
- Multicollinearity
- Process Monitoring
- Robustness
Size is their works in the topics tagged with each word, from their 6 largest topics. Each links to the topic it comes from most.
All 14 words, with their numbers
- Machine Learning33 topics
- Deep Learning22 topics
- Adversarial Examples11 topic
- Bayesian Networks11 topic
- Causal Inference11 topic
- Fault Detection11 topic
- Gaussian Processes11 topic
- Hyperparameter Optimization11 topic
- Multicollinearity11 topic
- Noisy Labels11 topic
- Process Monitoring11 topic
- Regression Analysis11 topic
- Robustness11 topic
- Variational Inference11 topic
Where does Günther Koliander work?
Günther Koliander's main affiliation in the publication record is Austrian Academy of Sciences, Austria.
How many publications and citations does Günther Koliander have?
Science Explorer counts 15 works and 27 citations for Günther Koliander, ranking #805,403 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.