Mathias Niepert
Mathias Niepert publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computer Networks and Communications, on topics such as Advanced Graph Neural Networks, Topic Modeling and Machine Learning and Algorithms.
- World rank
- #271,434 of 1,633,909 ranked researchers
- Rank in Japan
- #8,069 of 114,622
- Works
- 56
- Citations
- 314
- Citations per work
- 5.6
What does Mathias Niepert research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence63% of their works
- 2Computer Vision and Pattern Recognition9% of their works
- 3Computer Networks and Communications6% of their works
- 4Computational Theory and Mathematics3% of their works
- 5Management Science and Operations Research3% of their works
- 6Materials Chemistry2% of their works
Research topics
Which keywords describe Mathias Niepert's research?
The keywords of their largest research topics: Deep Learning, Semi-Supervised Learning, Neural Networks, Graph Neural Networks, Knowledge Graph Embedding, Machine Learning, Machine Translation and Word Representation.
- Semantic Web
- Robustness
- Causal Inference
- Backpropagation Learning
- Statistical Machine Translation
- Gaussian Processes
- Word Representation
- Machine Learning
- Graph Neural Networks
- Semi-Supervised Learning
- Deep Learning
- Neural Networks
- Knowledge Graph Embedding
- Machine Translation
- Active Learning
- Neural Machine Translation
- Adversarial Examples
- Bayesian Networks
- Ontology
- Self-Organizing Maps
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
- Deep Learning214 topics
- Semi-Supervised Learning152 topics
- Neural Networks133 topics
- Graph Neural Networks91 topic
- Knowledge Graph Embedding91 topic
- Machine Learning92 topics
- Machine Translation71 topic
- Word Representation71 topic
- Active Learning61 topic
- Gaussian Processes61 topic
- Neural Machine Translation41 topic
- Statistical Machine Translation41 topic
- Adversarial Examples31 topic
- Backpropagation Learning31 topic
- Bayesian Networks31 topic
- Causal Inference31 topic
- Ontology31 topic
- Robustness31 topic
- Self-Organizing Maps31 topic
- Semantic Web31 topic
Where does Mathias Niepert work?
Mathias Niepert's main affiliation in the publication record is NEC (Japan), Japan.
How many publications and citations does Mathias Niepert have?
Science Explorer counts 56 works and 314 citations for Mathias Niepert, ranking #271,434 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.