Isabel Valera
Isabel Valera publishes mostly in Artificial Intelligence, Safety Research and Statistics and Probability, on topics such as Bayesian Modeling and Causal Inference, Explainable Artificial Intelligence (XAI) and Advanced Causal Inference Techniques.
- World rank
- #138,901 of 1,633,909 ranked researchers
- Rank in Germany
- #8,641 of 86,443
- Works
- 25
- Citations
- 292
- Citations per work
- 11.7
What does Isabel Valera research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence52% of their works
- 2Safety Research12% of their works
- 3Statistics and Probability12% of their works
- 4Signal Processing6% of their works
- 5Computer Vision and Pattern Recognition6% of their works
- 6Sociology and Political Science3% of their works
Research topics
Which keywords describe Isabel Valera's research?
The keywords of their largest research topics: Causal Inference, Machine Learning, Bayesian Networks, Graphical Models, Big Data, Deep Learning, Ethics and Fairness.
- Statistical Analysis
- MRI
- Robustness
- Clustering
- Propensity Score
- Machine Learning Interpretability
- Fairness
- Deep Learning
- Graphical Models
- Machine Learning
- Causal Inference
- Bayesian Networks
- Big Data
- Ethics
- Interpretable Models
- Observational Studies
- Adversarial Examples
- Mixture Models
- Brain Tumor
- R language
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
- Causal Inference82 topics
- Machine Learning74 topics
- Bayesian Networks51 topic
- Graphical Models51 topic
- Big Data42 topics
- Deep Learning32 topics
- Ethics31 topic
- Fairness31 topic
- Interpretable Models31 topic
- Machine Learning Interpretability31 topic
- Observational Studies31 topic
- Propensity Score31 topic
- Adversarial Examples21 topic
- Clustering21 topic
- Mixture Models21 topic
- Robustness21 topic
- Brain Tumor11 topic
- MRI11 topic
- R language11 topic
- Statistical Analysis11 topic
Where does Isabel Valera work?
Isabel Valera's main affiliation in the publication record is Max Planck Society, Germany.
How many publications and citations does Isabel Valera have?
Science Explorer counts 25 works and 292 citations for Isabel Valera, ranking #138,901 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.