Martin Wistuba
Martin Wistuba publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Theory and Mathematics, on topics such as Machine Learning and Data Classification, Machine Learning and Algorithms and Data Stream Mining Techniques.
- World rank
- #1,413,006 of 1,633,909 ranked researchers
- Rank in Germany
- #77,652 of 86,443
- Works
- 17
- Citations
- 44
- Citations per work
- 2.6
What does Martin Wistuba research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence62% of their works
- 2Computer Vision and Pattern Recognition29% of their works
- 3Computational Theory and Mathematics10% of their works
Research topics
- Machine Learning and Data Classification
- Machine Learning and Algorithms
- Data Stream Mining Techniques
- Advanced Multi-Objective Optimization Algorithms
- Advanced Neural Network Applications
- Reinforcement Learning in Robotics
- Gaussian Processes and Bayesian Inference
- Advanced Image and Video Retrieval Techniques
Which keywords describe Martin Wistuba's research?
The keywords of their largest research topics: Deep Learning, Image Classification, Gaussian Processes, Hyperparameter Optimization, Machine Learning, Noisy Labels, Active Learning and Semi-Supervised Learning.
- Variational Inference
- Reinforcement Learning
- Local Descriptors
- Multiobjective Optimization
- Evolutionary Algorithms
- Convolutional Neural Networks
- Semi-Supervised Learning
- Noisy Labels
- Hyperparameter Optimization
- Image Classification
- Deep Learning
- Gaussian Processes
- Machine Learning
- Active Learning
- Concept Drift
- Data Streams
- Image Recognition
- Feature Matching
- Neural Networks
- Sparse Regression
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 Learning95 topics
- Image Classification62 topics
- Gaussian Processes52 topics
- Hyperparameter Optimization51 topic
- Machine Learning52 topics
- Noisy Labels51 topic
- Active Learning41 topic
- Semi-Supervised Learning41 topic
- Concept Drift21 topic
- Convolutional Neural Networks21 topic
- Data Streams21 topic
- Evolutionary Algorithms21 topic
- Image Recognition21 topic
- Multiobjective Optimization21 topic
- Feature Matching11 topic
- Local Descriptors11 topic
- Neural Networks11 topic
- Reinforcement Learning11 topic
- Sparse Regression11 topic
- Variational Inference11 topic
Where does Martin Wistuba work?
Martin Wistuba's main affiliation in the publication record is University of Hildesheim, Germany.
How many publications and citations does Martin Wistuba have?
Science Explorer counts 17 works and 44 citations for Martin Wistuba, ranking #1,413,006 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.