Iain Murray
Iain Murray publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistics and Probability, on topics such as Bayesian Methods and Mixture Models, Generative Adversarial Networks and Image Synthesis and Neural Networks and Applications.
- World rank
- #26,683 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #2,495 of 90,785
- Works
- 36
- Citations
- 1.2k
- Citations per work
- 33.5
What does Iain Murray research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence47% of their works
- 2Computer Vision and Pattern Recognition16% of their works
- 3Statistics and Probability8% of their works
- 4Signal Processing4% of their works
- 5Astronomy and Astrophysics4% of their works
- 6Control and Systems Engineering4% of their works
Research topics
- Bayesian Methods and Mixture Models
- Generative Adversarial Networks and Image Synthesis
- Neural Networks and Applications
- Bayesian Modeling and Causal Inference
- Gaussian Processes and Bayesian Inference
- Anomaly Detection Techniques and Applications
- Domain Adaptation and Few-Shot Learning
- Machine Learning and Algorithms
Which keywords describe Iain Murray's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Bayesian Inference, Variational Inference, Representation Learning, Unsupervised Learning, Gaussian Processes and Machine Learning.
- Transfer Learning
- Domain Adaptation
- Active Learning
- Self-Organizing Maps
- Causal Inference
- Backpropagation Learning
- Mixture Models
- Generative Adversarial Networks
- Machine Learning
- Unsupervised Learning
- Variational Inference
- Neural Networks
- Deep Learning
- Bayesian Inference
- Representation Learning
- Gaussian Processes
- Clustering
- Image Synthesis
- Semi-Supervised Learning
- Bayesian Networks
- Probabilistic Models
- Sparse Regression
- Anomaly Detection
- Image Classification
- Unsupervised
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 25 words, with their numbers
- Deep Learning145 topics
- Neural Networks93 topics
- Bayesian Inference72 topics
- Variational Inference72 topics
- Representation Learning62 topics
- Unsupervised Learning62 topics
- Gaussian Processes52 topics
- Machine Learning52 topics
- Clustering41 topic
- Generative Adversarial Networks41 topic
- Image Synthesis41 topic
- Mixture Models41 topic
- Semi-Supervised Learning42 topics
- Backpropagation Learning31 topic
- Bayesian Networks31 topic
- Causal Inference31 topic
- Probabilistic Models31 topic
- Self-Organizing Maps31 topic
- Sparse Regression31 topic
- Active Learning21 topic
- Anomaly Detection21 topic
- Domain Adaptation21 topic
- Image Classification21 topic
- Transfer Learning21 topic
- Unsupervised21 topic
Where does Iain Murray work?
Iain Murray's main affiliation in the publication record is University of Edinburgh, United Kingdom.
How many publications and citations does Iain Murray have?
Science Explorer counts 36 works and 1,206 citations for Iain Murray, ranking #26,683 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 Iain Murray
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