- Associate Professor
- Statistics
- Email: guangyuzhu@uri.edu
- Office Location: Tyler 252
- Website
Research
Feature Selection
Dimension Reduction
Deep Learning
Reinforcement Learning
Education
| 2016 | Ph.D. | University of Florida | Statistics |
| 2011 | B.S. | Zhejiang University | Mathematics |
Selected Publications
Zhu, G., and Zhao, T. (2021). Deep-gKnock: Nonlinear group-feature selection with deep neural networks. Neural Networks.
Zhu, G. and Z. Su (2020). Envelope-based sparse partial least squares. Annals of Statistics. 48(1), 161–182.
Jiangong Chen, Xudong Qin, Guangyu Zhu, Bo Ji, Bin Li (2021), Motion-Predictionbased Wireless Scheduling for Multi-User Panoramic Video Streaming, In Proc. IEEE International Conference on Computer Communications (INFOCOM)
Carvalho, P.G., Setiawan, F., Fahlevy, K., Subhan, B., Madduppa, H., Zhu, G., and Humphries, A (2021). Fishing and habitat condition differentially affect size spectra slopes of coral reef fishes. Ecological Applications
Ding, S., Su, Z., Zhu, G. and Wang L. (2019) Envelope Quantile Regression. Statistica Sinica.
Zhu, G. and Chen, J. (2017) Multi-parameter One-Sided Monitoring Tests. Technometrics. A60(3), 398-407.
Su, Z., Zhu, G., Chen, X. and Yang, Y. (2016) Sparse Envelope Model: Efficient Estimation and Response Variable Selection in Multivariate Linear Regression. Biometrika. 103, 579-593.