Andreas Kirsch
Andreas Kirsch publishes mostly in Artificial Intelligence, Mathematical Physics and Computational Theory and Mathematics, on topics such as Numerical methods in inverse problems, Natural Language Processing Techniques and Topic Modeling.
- World rank
- #19,081 of 1,633,909 ranked researchers
- Rank in Germany
- #1,629 of 86,443
- Works
- 51
- Citations
- 434
- Citations per work
- 8.5
What does Andreas Kirsch research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence35% of their works
- 2Mathematical Physics9% of their works
- 3Computational Theory and Mathematics9% of their works
- 4Mechanics of Materials5% of their works
- 5Sociology and Political Science5% of their works
- 6Electrical and Electronic Engineering5% of their works
Research topics
Which keywords describe Andreas Kirsch's research?
The keywords of their largest research topics: Inverse Problems, Neural Networks, Regularization Methods, Deep Neural Networks, Adversarial Examples, Deep Learning, Heterogeneous and Hyperparameter Optimization.
- Speaker Verification
- Word Representation
- Numerical Linear Algebra
- Neural Machine Translation
- Matrix Computations
- Hyperparameter Optimization
- Deep Learning
- Deep Neural Networks
- Neural Networks
- Inverse Problems
- Regularization Methods
- Adversarial Examples
- Heterogeneous
- Machine Translation
- Multiscale Methods
- Noisy Labels
- Statistical Machine Translation
- Acoustic Modeling
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 18 words, with their numbers
- Inverse Problems41 topic
- Neural Networks42 topics
- Regularization Methods41 topic
- Deep Neural Networks32 topics
- Adversarial Examples21 topic
- Deep Learning21 topic
- Heterogeneous21 topic
- Hyperparameter Optimization21 topic
- Machine Translation21 topic
- Matrix Computations21 topic
- Multiscale Methods21 topic
- Neural Machine Translation21 topic
- Noisy Labels21 topic
- Numerical Linear Algebra21 topic
- Statistical Machine Translation21 topic
- Word Representation21 topic
- Acoustic Modeling11 topic
- Speaker Verification11 topic
Where does Andreas Kirsch work?
Andreas Kirsch's main affiliation in the publication record is Karlsruhe Institute of Technology, Germany.
How many publications and citations does Andreas Kirsch have?
Science Explorer counts 51 works and 434 citations for Andreas Kirsch, ranking #19,081 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.