Daphne Koller
Daphne Koller publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computer Networks and Communications, on topics such as Bayesian Modeling and Causal Inference, Machine Learning and Algorithms and Advanced Image and Video Retrieval Techniques.
- World rank
- #1,222 of 1,633,909 ranked researchers
- Rank in United States
- #527 of 358,040
- Works
- 90
- Citations
- 3.1k
- Citations per work
- 33.9
What does Daphne Koller research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence38% of their works
- 2Computer Vision and Pattern Recognition13% of their works
- 3Computer Networks and Communications6% of their works
- 4Computational Theory and Mathematics4% of their works
- 5Molecular Biology4% of their works
- 6Signal Processing3% of their works
Research topics
Which keywords describe Daphne Koller's research?
The keywords of their largest research topics: Deep Learning, Bayesian Networks, Causal Inference, Neural Networks, Active Learning, Machine Learning, Feature Matching and GPS Trajectories.
- Word Representation
- Self-Organizing Maps
- Reinforcement Learning
- Machine Translation
- Trajectory Data Mining
- GPS Trajectories
- Machine Learning
- Neural Networks
- Bayesian Networks
- Deep Learning
- Causal Inference
- Active Learning
- Feature Matching
- Local Descriptors
- Backpropagation Learning
- Neural Machine Translation
- Robotics
- Statistical Machine Translation
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 18 words, with their numbers
- Deep Learning124 topics
- Bayesian Networks101 topic
- Causal Inference101 topic
- Neural Networks63 topics
- Active Learning51 topic
- Machine Learning51 topic
- Feature Matching31 topic
- GPS Trajectories31 topic
- Local Descriptors31 topic
- Trajectory Data Mining31 topic
- Backpropagation Learning21 topic
- Machine Translation21 topic
- Neural Machine Translation21 topic
- Reinforcement Learning21 topic
- Robotics21 topic
- Self-Organizing Maps21 topic
- Statistical Machine Translation21 topic
- Word Representation21 topic
Where does Daphne Koller work?
Daphne Koller's main affiliation in the publication record is Stanford University, United States.
How many publications and citations does Daphne Koller have?
Science Explorer counts 90 works and 3,052 citations for Daphne Koller, ranking #1,222 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.