Zoubin Ghahramani
Zoubin Ghahramani publishes mostly in Artificial Intelligence, Signal Processing and Computational Theory and Mathematics, on topics such as Gaussian Processes and Bayesian Inference, Bayesian Methods and Mixture Models and Machine Learning and Algorithms.
- World rank
- #3,367 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #280 of 90,785
- Works
- 89
- Citations
- 1.7k
- Citations per work
- 19.0
What does Zoubin Ghahramani 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
- 2Signal Processing8% of their works
- 3Computational Theory and Mathematics5% of their works
- 4Control and Systems Engineering5% of their works
- 5Molecular Biology4% of their works
- 6Management Science and Operations Research4% of their works
Research topics
Which keywords describe Zoubin Ghahramani's research?
The keywords of their largest research topics: Deep Learning, Bayesian Inference, Variational Inference, Gaussian Processes, Machine Learning, Probabilistic Models, Sparse Regression and Clustering.
- Self-Organizing Maps
- Neural Networks
- Blind Separation
- Multiobjective Optimization
- Evolutionary Algorithms
- Active Learning
- Clustering
- Probabilistic Models
- Gaussian Processes
- Bayesian Inference
- Deep Learning
- Variational Inference
- Machine Learning
- Sparse Regression
- Mixture Models
- Semi-Supervised Learning
- Hyperparameter Optimization
- Noisy Labels
- Independent Component Analysis
- Parameter Estimation
- System Identification
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
- Deep Learning243 topics
- Bayesian Inference222 topics
- Variational Inference222 topics
- Gaussian Processes212 topics
- Machine Learning212 topics
- Probabilistic Models161 topic
- Sparse Regression161 topic
- Clustering61 topic
- Mixture Models61 topic
- Active Learning51 topic
- Semi-Supervised Learning51 topic
- Evolutionary Algorithms41 topic
- Hyperparameter Optimization41 topic
- Multiobjective Optimization41 topic
- Noisy Labels41 topic
- Blind Separation31 topic
- Independent Component Analysis31 topic
- Neural Networks31 topic
- Parameter Estimation31 topic
- Self-Organizing Maps31 topic
- System Identification31 topic
Where does Zoubin Ghahramani work?
Zoubin Ghahramani's main affiliation in the publication record is University of Cambridge, United Kingdom.
How many publications and citations does Zoubin Ghahramani have?
Science Explorer counts 89 works and 1,690 citations for Zoubin Ghahramani, ranking #3,367 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 Zoubin Ghahramani
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