Rich Caruana
Rich Caruana publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistics and Probability, on topics such as Explainable Artificial Intelligence (XAI), Machine Learning and Data Classification and Topic Modeling.
- World rank
- #10,543 of 1,633,909 ranked researchers
- Rank in United States
- #5,072 of 358,040
- Works
- 51
- Citations
- 1.5k
- Citations per work
- 29.5
What does Rich Caruana research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence70% of their works
- 2Computer Vision and Pattern Recognition7% of their works
- 3Statistics and Probability4% of their works
- 4Signal Processing3% of their works
- 5Radiology, Nuclear Medicine and Imaging3% of their works
- 6Computational Theory and Mathematics3% of their works
Research topics
Which keywords describe Rich Caruana's research?
The keywords of their largest research topics: Deep Neural Networks, Classification, Neural Networks, Deep Learning, Hyperparameter Optimization, Interpretable Models, Machine Learning Interpretability and Noisy Labels.
- Evolutionary Algorithms
- Robustness
- Electronic Health Records
- Adversarial Examples
- SMOTE
- Imbalanced Data
- Noisy Labels
- Interpretable Models
- Deep Learning
- Classification
- Deep Neural Networks
- Neural Networks
- Hyperparameter Optimization
- Machine Learning Interpretability
- Machine Learning
- Machine Translation
- Word Representation
- Backpropagation Learning
- Healthcare
- Self-Organizing Maps
- Genetic Programming
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 21 words, with their numbers
- Deep Neural Networks182 topics
- Classification153 topics
- Neural Networks103 topics
- Deep Learning93 topics
- Hyperparameter Optimization91 topic
- Interpretable Models91 topic
- Machine Learning Interpretability91 topic
- Noisy Labels91 topic
- Machine Learning52 topics
- Imbalanced Data41 topic
- Machine Translation41 topic
- SMOTE41 topic
- Word Representation41 topic
- Adversarial Examples31 topic
- Backpropagation Learning31 topic
- Electronic Health Records31 topic
- Healthcare31 topic
- Robustness31 topic
- Self-Organizing Maps31 topic
- Evolutionary Algorithms21 topic
- Genetic Programming21 topic
Where does Rich Caruana work?
Rich Caruana's main affiliation in the publication record is Microsoft (United States), United States.
How many publications and citations does Rich Caruana have?
Science Explorer counts 51 works and 1,502 citations for Rich Caruana, ranking #10,543 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.