Steve Hanneke
Steve Hanneke publishes mostly in Artificial Intelligence, Management Science and Operations Research and Control and Systems Engineering, on topics such as Machine Learning and Algorithms, Advanced Bandit Algorithms Research and Machine Learning and Data Classification.
- World rank
- #1,233,903 of 1,633,909 ranked researchers
- Rank in United States
- #300,979 of 358,040
- Works
- 42
- Citations
- 53
- Citations per work
- 1.3
What does Steve Hanneke research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence54% of their works
- 2Management Science and Operations Research13% of their works
- 3Control and Systems Engineering6% of their works
- 4Computational Theory and Mathematics5% of their works
- 5Statistics and Probability5% of their works
- 6Computer Networks and Communications3% of their works
Research topics
Which keywords describe Steve Hanneke's research?
The keywords of their largest research topics: Machine Learning, Semi-Supervised Learning, Active Learning, Deep Learning, Hyperparameter Optimization, Classification, Meta-Learning and Bandit Optimization.
- Approximation Algorithms
- Transfer Learning
- Regularization
- Imbalanced Data
- Domain Adaptation
- Instance Selection
- Bandit Optimization
- Classification
- Deep Learning
- Semi-Supervised Learning
- Machine Learning
- Active Learning
- Hyperparameter Optimization
- Meta-Learning
- Bayesian Optimization
- Noisy Labels
- Fault Detection
- Process Monitoring
- SMOTE
- Variable Selection
- Combinatorial Optimization
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
- Machine Learning222 topics
- Semi-Supervised Learning222 topics
- Active Learning191 topic
- Deep Learning191 topic
- Hyperparameter Optimization102 topics
- Classification72 topics
- Meta-Learning72 topics
- Bandit Optimization61 topic
- Bayesian Optimization61 topic
- Instance Selection41 topic
- Noisy Labels41 topic
- Domain Adaptation31 topic
- Fault Detection31 topic
- Imbalanced Data31 topic
- Process Monitoring31 topic
- Regularization31 topic
- SMOTE31 topic
- Transfer Learning31 topic
- Variable Selection31 topic
- Approximation Algorithms21 topic
- Combinatorial Optimization21 topic
Where does Steve Hanneke work?
Steve Hanneke's main affiliation in the publication record is Toyota Technological Institute at Chicago, United States.
How many publications and citations does Steve Hanneke have?
Science Explorer counts 42 works and 53 citations for Steve Hanneke, ranking #1,233,903 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.