Arthur Gretton
Arthur Gretton publishes mostly in Artificial Intelligence, Statistics and Probability and Computer Vision and Pattern Recognition, on topics such as Statistical Methods and Inference, Neural Networks and Applications and Bayesian Methods and Mixture Models.
- World rank
- #11,242 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #1,013 of 90,785
- Works
- 100
- Citations
- 1.6k
- Citations per work
- 15.5
What does Arthur Gretton research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence38% of their works
- 2Statistics and Probability22% of their works
- 3Computer Vision and Pattern Recognition5% of their works
- 4Computational Mechanics3% of their works
- 5Molecular Biology3% of their works
- 6Statistics, Probability and Uncertainty3% of their works
Research topics
- Statistical Methods and Inference
- Neural Networks and Applications
- Bayesian Methods and Mixture Models
- Domain Adaptation and Few-Shot Learning
- Gaussian Processes and Bayesian Inference
- Machine Learning and Data Classification
- Adversarial Robustness in Machine Learning
- Advanced Statistical Methods and Models
Which keywords describe Arthur Gretton's research?
The keywords of their largest research topics: Deep Learning, Bayesian Inference, Regularization, Variable Selection, Variational Inference, Meta-Learning, Neural Networks and Machine Learning.
- Robustness
- Multicollinearity
- Noisy Labels
- Sparse Regression
- Transfer Learning
- Domain Adaptation
- Self-Organizing Maps
- Machine Learning
- Meta-Learning
- Variable Selection
- Bayesian Inference
- Deep Learning
- Regularization
- Variational Inference
- Neural Networks
- Backpropagation Learning
- Clustering
- Mixture Models
- Gaussian Processes
- Hyperparameter Optimization
- Adversarial Examples
- Regression Analysis
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 22 words, with their numbers
- Deep Learning183 topics
- Bayesian Inference132 topics
- Regularization131 topic
- Variable Selection131 topic
- Variational Inference132 topics
- Meta-Learning122 topics
- Neural Networks122 topics
- Machine Learning102 topics
- Backpropagation Learning81 topic
- Self-Organizing Maps81 topic
- Clustering71 topic
- Domain Adaptation71 topic
- Mixture Models71 topic
- Transfer Learning71 topic
- Gaussian Processes61 topic
- Sparse Regression61 topic
- Hyperparameter Optimization51 topic
- Noisy Labels51 topic
- Adversarial Examples41 topic
- Multicollinearity41 topic
- Regression Analysis41 topic
- Robustness41 topic
Where does Arthur Gretton work?
Arthur Gretton's main affiliation in the publication record is University College London, United Kingdom.
How many publications and citations does Arthur Gretton have?
Science Explorer counts 100 works and 1,550 citations for Arthur Gretton, ranking #11,242 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.
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