Rafael Cabañas
Rafael Cabañas publishes mostly in Artificial Intelligence, Statistics and Probability and Genetics, on topics such as Bayesian Modeling and Causal Inference, Machine Learning and Data Classification and Gaussian Processes and Bayesian Inference.
- World rank
- #1,630,921 of 1,633,909 ranked researchers
- Rank in Switzerland
- #19,374 of 19,404
- Works
- 16
- Citations
- 6
- Citations per work
- 0.4
What does Rafael Cabañas research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence60% of their works
- 2Statistics and Probability12% of their works
- 3Genetics4% of their works
- 4Signal Processing4% of their works
- 5Computer Vision and Pattern Recognition4% of their works
- 6Information Systems4% of their works
Research topics
Which keywords describe Rafael Cabañas's research?
The keywords of their largest research topics: Causal Inference, Bayesian Networks, Graphical Models, Deep Learning, Bayesian Inference, Machine Learning, Gaussian Processes and Hyperparameter Optimization.
- Robustness
- Knowledge Graph Embedding
- Genome-Wide Association
- Clustering
- Sparse Regression
- Observational Studies
- Hyperparameter Optimization
- Machine Learning
- Deep Learning
- Bayesian Networks
- Causal Inference
- Graphical Models
- Bayesian Inference
- Gaussian Processes
- Noisy Labels
- Propensity Score
- Adversarial Examples
- Genetic Variation
- Graph Neural Networks
- Mixture Models
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 Inference72 topics
- Bayesian Networks51 topic
- Graphical Models51 topic
- Deep Learning43 topics
- Bayesian Inference32 topics
- Machine Learning32 topics
- Gaussian Processes21 topic
- Hyperparameter Optimization21 topic
- Noisy Labels21 topic
- Observational Studies21 topic
- Propensity Score21 topic
- Sparse Regression21 topic
- Adversarial Examples11 topic
- Clustering11 topic
- Genetic Variation11 topic
- Genome-Wide Association11 topic
- Graph Neural Networks11 topic
- Knowledge Graph Embedding11 topic
- Mixture Models11 topic
- Robustness11 topic
Where does Rafael Cabañas work?
Rafael Cabañas's main affiliation in the publication record is Dalle Molle Institute for Artificial Intelligence Research, Switzerland.
How many publications and citations does Rafael Cabañas have?
Science Explorer counts 16 works and 6 citations for Rafael Cabañas, ranking #1,630,921 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.