Guang Cheng
Guang Cheng publishes mostly in Artificial Intelligence, Statistics and Probability and Control and Systems Engineering, on topics such as Statistical Methods and Inference, Statistical Methods and Bayesian Inference and Bayesian Methods and Mixture Models.
- World rank
- #1,001,491 of 1,633,909 ranked researchers
- Rank in United States
- #264,213 of 358,040
- Works
- 52
- Citations
- 108
- Citations per work
- 2.1
What does Guang Cheng research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence27% of their works
- 2Statistics and Probability21% of their works
- 3Control and Systems Engineering7% of their works
- 4Computer Vision and Pattern Recognition6% of their works
- 5Computer Networks and Communications5% of their works
- 6Mechanical Engineering2% of their works
Research topics
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
- Bayesian Methods and Mixture Models
- Gaussian Processes and Bayesian Inference
- Distributed Sensor Networks and Detection Algorithms
- Control Systems and Identification
- Privacy-Preserving Technologies in Data
- Adversarial Robustness in Machine Learning
Which keywords describe Guang Cheng's research?
The keywords of their largest research topics: Model Selection, Regularization, Variable Selection, Bayesian Inference, Machine Learning, Variational Inference, Bayesian Modeling and Deep Learning.
- Federated Learning
- Adversarial Examples
- System Identification
- Parameter Estimation
- Distributed Detection
- Clustering
- Deep Learning
- Variational Inference
- Bayesian Inference
- Regularization
- Model Selection
- Variable Selection
- Machine Learning
- Bayesian Modeling
- Multiple Imputation
- Mixture Models
- Gaussian Processes
- Sparse Regression
- Wireless Sensor Networks
- Differential Privacy
- Robustness
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
- Model Selection142 topics
- Regularization111 topic
- Variable Selection111 topic
- Bayesian Inference72 topics
- Machine Learning73 topics
- Variational Inference72 topics
- Bayesian Modeling51 topic
- Deep Learning52 topics
- Multiple Imputation51 topic
- Clustering41 topic
- Mixture Models41 topic
- Distributed Detection31 topic
- Gaussian Processes31 topic
- Parameter Estimation31 topic
- Sparse Regression31 topic
- System Identification31 topic
- Wireless Sensor Networks31 topic
- Adversarial Examples21 topic
- Differential Privacy21 topic
- Federated Learning21 topic
- Robustness21 topic
Where does Guang Cheng work?
Guang Cheng's main affiliation in the publication record is Purdue University West Lafayette, United States.
How many publications and citations does Guang Cheng have?
Science Explorer counts 52 works and 108 citations for Guang Cheng, ranking #1,001,491 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 Guang Cheng
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.