Trevor Hastie
Trevor Hastie publishes mostly in Statistics and Probability, Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Statistical Methods and Inference, Machine Learning and Data Classification and Advanced Statistical Methods and Models.
- World rank
- #274 of 1,633,909 ranked researchers
- Rank in United States
- #142 of 358,040
- Works
- 118
- Citations
- 4.9k
- Citations per work
- 41.4
What does Trevor Hastie research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability18% of their works
- 2Artificial Intelligence17% of their works
- 3Computer Vision and Pattern Recognition8% of their works
- 4Molecular Biology8% of their works
- 5Management Science and Operations Research4% of their works
- 6Surgery3% of their works
Research topics
Which keywords describe Trevor Hastie's research?
The keywords of their largest research topics: Regularization, Variable Selection, Feature Selection, Machine Learning, Sparse Representation, Hyperparameter Optimization, Multicollinearity and Noisy Labels.
- Protein-Protein Interaction Networks
- Gene Set Enrichment Analysis
- Compressed Sensing
- R language
- Dimensionality Reduction
- Noisy Labels
- Hyperparameter Optimization
- Machine Learning
- Variable Selection
- Regularization
- Feature Selection
- Sparse Representation
- Multicollinearity
- Regression Analysis
- Face Recognition
- Statistical Analysis
- Gene Expression
- Microarray
- Signal Recovery
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 19 words, with their numbers
- Regularization91 topic
- Variable Selection91 topic
- Feature Selection72 topics
- Machine Learning72 topics
- Sparse Representation72 topics
- Hyperparameter Optimization61 topic
- Multicollinearity61 topic
- Noisy Labels61 topic
- Regression Analysis61 topic
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- R language41 topic
- Statistical Analysis41 topic
- Compressed Sensing31 topic
- Gene Expression31 topic
- Gene Set Enrichment Analysis31 topic
- Microarray31 topic
- Protein-Protein Interaction Networks31 topic
- Signal Recovery31 topic
Where does Trevor Hastie work?
Trevor Hastie's main affiliation in the publication record is Stanford University, United States.
How many publications and citations does Trevor Hastie have?
Science Explorer counts 118 works and 4,880 citations for Trevor Hastie, ranking #274 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.