Vladimir Vovk
Vladimir Vovk publishes mostly in Artificial Intelligence, Statistics and Probability and Computational Theory and Mathematics, on topics such as Machine Learning and Algorithms, Computability, Logic, AI Algorithms and Statistical Methods and Inference.
- World rank
- #136,435 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #12,804 of 90,785
- Works
- 81
- Citations
- 531
- Citations per work
- 6.6
What does Vladimir Vovk research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence32% of their works
- 2Statistics and Probability19% of their works
- 3Computational Theory and Mathematics12% of their works
- 4Management Science and Operations Research9% of their works
- 5Economics and Econometrics4% of their works
- 6Finance4% of their works
Research topics
Which keywords describe Vladimir Vovk's research?
The keywords of their largest research topics: Deep Learning, Causal Discovery, Active Learning, Algorithmic Information Theory, Computability, Machine Learning, Regularization and Variable Selection.
- Statistical Modeling
- Causal Inference
- Self-Organizing Maps
- Regression Analysis
- Bayesian Optimization
- Variable Selection
- Machine Learning
- Algorithmic Information Theory
- Causal Discovery
- Deep Learning
- Active Learning
- Computability
- Regularization
- Bandit Optimization
- Multicollinearity
- Neural Networks
- Bayesian Networks
- Probability Theory
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
- Deep Learning142 topics
- Causal Discovery132 topics
- Active Learning91 topic
- Algorithmic Information Theory91 topic
- Computability91 topic
- Machine Learning91 topic
- Regularization91 topic
- Variable Selection91 topic
- Bandit Optimization61 topic
- Bayesian Optimization61 topic
- Multicollinearity61 topic
- Regression Analysis61 topic
- Neural Networks51 topic
- Self-Organizing Maps51 topic
- Bayesian Networks41 topic
- Causal Inference41 topic
- Probability Theory41 topic
- Statistical Modeling41 topic
Where does Vladimir Vovk work?
Vladimir Vovk's main affiliation in the publication record is Royal Holloway University of London, United Kingdom.
How many publications and citations does Vladimir Vovk have?
Science Explorer counts 81 works and 531 citations for Vladimir Vovk, ranking #136,435 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.