Sunil Gupta
Sunil Gupta publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Management Science and Operations Research, on topics such as Advanced Multi-Objective Optimization Algorithms, Gaussian Processes and Bayesian Inference and Machine Learning and Data Classification.
- World rank
- #1,048,023 of 1,633,909 ranked researchers
- Rank in Australia
- #26,228 of 35,497
- Works
- 50
- Citations
- 89
- Citations per work
- 1.8
What does Sunil Gupta research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence36% of their works
- 2Computational Theory and Mathematics20% of their works
- 3Management Science and Operations Research14% of their works
- 4Computer Vision and Pattern Recognition9% of their works
- 5Analytical Chemistry3% of their works
- 6Materials Chemistry3% of their works
Research topics
Which keywords describe Sunil Gupta's research?
The keywords of their largest research topics: Bayesian Optimization, Deep Learning, Evolutionary Algorithms, Multiobjective Optimization, Gaussian Processes, Machine Learning, Hyperparameter Optimization and Sparse Regression.
- Neural Networks
- Contrast Enhancement
- Experimental Design
- Active Learning
- Instance Selection
- Bandit Optimization
- Sparse Regression
- Machine Learning
- Multiobjective Optimization
- Deep Learning
- Bayesian Optimization
- Evolutionary Algorithms
- Gaussian Processes
- Hyperparameter Optimization
- Variational Inference
- Contextual Bandits
- Noisy Labels
- Semi-Supervised Learning
- Optimization
- Dehazing
- Reinforcement Learning
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
- Bayesian Optimization182 topics
- Deep Learning154 topics
- Evolutionary Algorithms131 topic
- Multiobjective Optimization131 topic
- Gaussian Processes112 topics
- Machine Learning112 topics
- Hyperparameter Optimization102 topics
- Sparse Regression71 topic
- Variational Inference71 topic
- Bandit Optimization51 topic
- Contextual Bandits51 topic
- Instance Selection51 topic
- Noisy Labels51 topic
- Active Learning41 topic
- Semi-Supervised Learning41 topic
- Experimental Design31 topic
- Optimization31 topic
- Contrast Enhancement21 topic
- Dehazing21 topic
- Neural Networks21 topic
- Reinforcement Learning21 topic
Where does Sunil Gupta work?
Sunil Gupta's main affiliation in the publication record is Deakin University, Australia.
How many publications and citations does Sunil Gupta have?
Science Explorer counts 50 works and 89 citations for Sunil Gupta, ranking #1,048,023 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 Sunil Gupta
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- sunil-gupta-university-of-petroleum-and-energy-studies
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