Vu Nguyen
Vu Nguyen publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computational Theory and Mathematics, on topics such as Gaussian Processes and Bayesian Inference, Advanced Multi-Objective Optimization Algorithms and Bayesian Methods and Mixture Models.
- World rank
- #1,498,214 of 1,633,909 ranked researchers
- Rank in Australia
- #33,630 of 35,497
- Works
- 19
- Citations
- 62
- Citations per work
- 3.3
What does Vu Nguyen research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence46% of their works
- 2Management Science and Operations Research12% of their works
- 3Computational Theory and Mathematics12% of their works
- 4Computer Vision and Pattern Recognition5% of their works
- 5Statistics and Probability5% of their works
- 6Statistical and Nonlinear Physics2% of their works
Research topics
- Gaussian Processes and Bayesian Inference
- Advanced Multi-Objective Optimization Algorithms
- Bayesian Methods and Mixture Models
- Advanced Bandit Algorithms Research
- Advanced Clustering Algorithms Research
- Machine Learning and Algorithms
- Optimal Experimental Design Methods
- Natural Language Processing Techniques
Which keywords describe Vu Nguyen's research?
The keywords of their largest research topics: Bayesian Inference, Variational Inference, Bayesian Optimization, Evolutionary Algorithms, Gaussian Processes, Machine Learning, Multiobjective Optimization and Probabilistic Models.
- Statistical Machine Translation
- Semi-Supervised Learning
- K-means
- Clustering Algorithms
- Contextual Bandits
- Mixture Models
- Surrogate Modeling
- Probabilistic Models
- Machine Learning
- Evolutionary Algorithms
- Variational Inference
- Bayesian Inference
- Bayesian Optimization
- Gaussian Processes
- Multiobjective Optimization
- Sparse Regression
- Clustering
- Bandit Optimization
- Active Learning
- Experimental Design
- Optimization
- Neural 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 22 words, with their numbers
- Bayesian Inference92 topics
- Variational Inference92 topics
- Bayesian Optimization82 topics
- Evolutionary Algorithms72 topics
- Gaussian Processes72 topics
- Machine Learning72 topics
- Multiobjective Optimization51 topic
- Probabilistic Models51 topic
- Sparse Regression51 topic
- Surrogate Modeling51 topic
- Clustering41 topic
- Mixture Models41 topic
- Bandit Optimization31 topic
- Contextual Bandits31 topic
- Active Learning21 topic
- Clustering Algorithms21 topic
- Experimental Design21 topic
- K-means21 topic
- Optimization21 topic
- Semi-Supervised Learning21 topic
- Neural Machine Translation11 topic
- Statistical Machine Translation11 topic
Where does Vu Nguyen work?
Vu Nguyen's main affiliation in the publication record is Deakin University, Australia.
How many publications and citations does Vu Nguyen have?
Science Explorer counts 19 works and 62 citations for Vu Nguyen, ranking #1,498,214 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 Vu Nguyen
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