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Researcher · Statistics Belgium · Belgium

Anna Korba

Anna Korba publishes mostly in Artificial Intelligence, Statistics and Probability and Statistical and Nonlinear Physics, on topics such as Statistical Methods and Inference, Model Reduction and Neural Networks and Game Theory and Voting Systems.

World rank
#1,531,934
of 1,633,909 ranked researchers
Rank in Belgium
#17,812
of 18,604
Works
20
Citations
9
Citations per work
0.5

What does Anna Korba research?

Artificial Intelligence: 17.6%Statistics and Probability: 17.6%Statistical and Nonlinear Physics: 17.6%Economics and Econometrics: 11.8%other fields: 35.4%18%top field
Artificial Intelligence17.6%Statistics and Probability17.6%Statistical and Nonlinear Physics17.6%Economics and Econometrics11.8%other fields35.4%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Artificial Intelligence18% of their works
  2. 2Statistics and Probability18% of their works
  3. 3Statistical and Nonlinear Physics18% of their works
  4. 4Economics and Econometrics12% of their works
  5. 5Civil and Structural Engineering6% of their works
  6. 6Aerospace Engineering6% of their works

Research topics

Which keywords describe Anna Korba's research?

The keywords of their largest research topics: Deep Learning, Machine Learning, Matching Theory, Mechanism Design, Model Reduction, Partial Differential Equations, Regularization and Semi-Supervised Learning.

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
  1. Deep Learning43 topics
  2. Machine Learning32 topics
  3. Matching Theory21 topic
  4. Mechanism Design21 topic
  5. Model Reduction21 topic
  6. Partial Differential Equations21 topic
  7. Regularization21 topic
  8. Semi-Supervised Learning22 topics
  9. Unsupervised Learning22 topics
  10. Variable Selection21 topic
  11. Active Learning11 topic
  12. Bayesian Networks11 topic
  13. Causal Inference11 topic
  14. Domain Adaptation11 topic
  15. Gaussian Processes11 topic
  16. Generative Adversarial Networks11 topic
  17. Image Synthesis11 topic
  18. Molten Salt11 topic
  19. Nuclear Reactor11 topic
  20. Transfer Learning11 topic

Where does Anna Korba work?

Anna Korba's main affiliation in the publication record is Statistics Belgium, Belgium.

How many publications and citations does Anna Korba have?

Science Explorer counts 20 works and 9 citations for Anna Korba, ranking #1,531,934 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.