Anna Korba
Anna Korba publishes mostly in Artificial Intelligence, Statistics and Probability and Computer Vision and Pattern Recognition, on topics such as Generative Adversarial Networks and Image Synthesis, Geometric Analysis and Curvature Flows and Markov Chains and Monte Carlo Methods.
- World rank
- #4,478,256 of 7,710,434 ranked researchers
- Rank in France
- #188,596 of 324,115
- Works
- 57
- Citations
- 174
- Citations per work
- 3.1
What does Anna Korba research?
Anna Korba's work is mostly in Computer Science (42%), Mathematics (22%), Physics and Astronomy (9%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences4273.0%
- Computer Science2442.1%
- Mathematics1221.7%
- Physics and Astronomy59.2%
- Everything else1221.7%
- Social Sciences35.3%
- 1Artificial Intelligence32% of their works
- 2Statistics and Probability15% of their works
- 3Computer Vision and Pattern Recognition10% of their works
- 4Statistical and Nonlinear Physics9% of their works
- 5Applied Mathematics7% of their works
- 6Economics and Econometrics5% of their works
Research topics
- Generative Adversarial Networks and Image Synthesis
- Geometric Analysis and Curvature Flows
- Markov Chains and Monte Carlo Methods
- Game Theory and Voting Systems
- Random Matrices and Applications
- Adversarial Robustness in Machine Learning
- Bayesian Modeling and Causal Inference
- Stochastic Gradient Optimization Techniques
Which keywords describe Anna Korba's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Approximation Algorithms, Generative Adversarial Networks, Image Synthesis, Bayesian Monte Carlo, Markov Chain and Matching Theory.
- Robustness
- Causal Inference
- Adversarial Examples
- Eigenvalues
- Optimal Transport
- Matching Theory
- Bayesian Monte Carlo
- Generative Adversarial Networks
- Neural Networks
- Deep Learning
- Approximation Algorithms
- Image Synthesis
- Markov Chain
- Mechanism Design
- Ricci Curvature
- Random Matrix Theory
- Bayesian Networks
- Random Projections
- Stochastic Gradient Descent
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 19 words, with their numbers
- Deep Learning213 topics
- Neural Networks213 topics
- Approximation Algorithms142 topics
- Generative Adversarial Networks91 topic
- Image Synthesis91 topic
- Bayesian Monte Carlo81 topic
- Markov Chain81 topic
- Matching Theory81 topic
- Mechanism Design81 topic
- Optimal Transport81 topic
- Ricci Curvature81 topic
- Eigenvalues71 topic
- Random Matrix Theory71 topic
- Adversarial Examples61 topic
- Bayesian Networks61 topic
- Causal Inference61 topic
- Random Projections61 topic
- Robustness61 topic
- Stochastic Gradient Descent61 topic
Where does Anna Korba work?
Anna Korba's main affiliation in the publication record is ENSAE Paris, France.
How many publications and citations does Anna Korba have?
OpenAlex counts 57 works and 174 citations for Anna Korba, an h-index of 7, ranking #4,478,256 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
Ask a question or share a note about Anna Korba. Keep it to the research: no personal attacks, advertising or links. Any reader can report a post, which collapses it for everyone until it is opened.