John Langford
John Langford 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 Reinforcement Learning in Robotics.
- World rank
- #17,131 of 1,633,909 ranked researchers
- Rank in United States
- #8,163 of 358,040
- Works
- 63
- Citations
- 983
- Citations per work
- 15.6
What does John Langford research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence50% of their works
- 2Management Science and Operations Research14% of their works
- 3Control and Systems Engineering7% of their works
- 4Computational Theory and Mathematics5% of their works
- 5Computer Vision and Pattern Recognition4% of their works
- 6Computer Networks and Communications4% of their works
Research topics
Which keywords describe John Langford's research?
The keywords of their largest research topics: Deep Learning, Active Learning, Hyperparameter Optimization, Machine Learning, Online Learning, Neural Networks, Bandit Optimization and Bayesian Optimization.
- Data Streams
- Self-Organizing Maps
- Mechanism Design
- Causal Inference
- Backpropagation Learning
- Robotics
- Bayesian Optimization
- Neural Networks
- Machine Learning
- Active Learning
- Deep Learning
- Hyperparameter Optimization
- Online Learning
- Bandit Optimization
- Reinforcement Learning
- Auction Theory
- Bayesian Networks
- Instance Selection
- Noisy Labels
- Concept Drift
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
- Deep Learning213 topics
- Active Learning121 topic
- Hyperparameter Optimization122 topics
- Machine Learning121 topic
- Online Learning112 topics
- Neural Networks92 topics
- Bandit Optimization81 topic
- Bayesian Optimization81 topic
- Reinforcement Learning51 topic
- Robotics51 topic
- Auction Theory41 topic
- Backpropagation Learning41 topic
- Bayesian Networks41 topic
- Causal Inference41 topic
- Instance Selection41 topic
- Mechanism Design41 topic
- Noisy Labels41 topic
- Self-Organizing Maps41 topic
- Concept Drift31 topic
- Data Streams31 topic
Where does John Langford work?
John Langford's main affiliation in the publication record is Microsoft (United States), United States.
How many publications and citations does John Langford have?
Science Explorer counts 63 works and 983 citations for John Langford, ranking #17,131 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.
Other researchers named John Langford
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