Carlos Guestrin
Carlos Guestrin publishes mostly in Artificial Intelligence, Computer Networks and Communications and Computer Vision and Pattern Recognition, on topics such as Topic Modeling, Advanced Graph Neural Networks and Energy Efficient Wireless Sensor Networks.
- World rank
- #3,220 of 1,633,909 ranked researchers
- Rank in United States
- #1,499 of 358,040
- Works
- 67
- Citations
- 3.4k
- Citations per work
- 50.2
What does Carlos Guestrin research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence39% of their works
- 2Computer Networks and Communications16% of their works
- 3Computer Vision and Pattern Recognition8% of their works
- 4Economics and Econometrics3% of their works
- 5Information Systems3% of their works
- 6Management Science and Operations Research3% of their works
Research topics
Which keywords describe Carlos Guestrin's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Semi-Supervised Learning, Machine Learning, Machine Translation, Word Representation, Energy-Efficient Protocols and Graph Neural Networks.
- Robustness
- Causal Inference
- Adversarial Examples
- Machine Learning Interpretability
- Graph Processing
- Wireless Sensor Networks
- Graph Neural Networks
- Word Representation
- Machine Learning
- Neural Networks
- Deep Learning
- Semi-Supervised Learning
- Machine Translation
- Energy-Efficient Protocols
- Knowledge Graph Embedding
- Graph Matching
- Interpretable Models
- Active Learning
- Bayesian Networks
- Gaussian Processes
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 Learning113 topics
- Neural Networks92 topics
- Semi-Supervised Learning82 topics
- Machine Learning62 topics
- Machine Translation61 topic
- Word Representation61 topic
- Energy-Efficient Protocols51 topic
- Graph Neural Networks51 topic
- Knowledge Graph Embedding51 topic
- Wireless Sensor Networks51 topic
- Graph Matching41 topic
- Graph Processing41 topic
- Interpretable Models41 topic
- Machine Learning Interpretability41 topic
- Active Learning31 topic
- Adversarial Examples31 topic
- Bayesian Networks31 topic
- Causal Inference31 topic
- Gaussian Processes31 topic
- Robustness31 topic
Where does Carlos Guestrin work?
Carlos Guestrin's main affiliation in the publication record is Carnegie Mellon University, United States.
How many publications and citations does Carlos Guestrin have?
Science Explorer counts 67 works and 3,362 citations for Carlos Guestrin, ranking #3,220 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.