Research output per year
Research output per year
Personal profile
Research interests
Mathematics & Statistics - Statistical machine learning
Mathematics & Statistics - Image processing
Mathematics & Statistics - Optimization
Mathematics & Statistics - Approximation theory
Mathematics & Statistics - Image processing
Mathematics & Statistics - Optimization
Mathematics & Statistics - Approximation theory
Related documents
Education/Academic qualification
PhD in Applied Mathematics, PhD, Fudan University
2007
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Dive into the research topics where Guibo YE is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction
Cai, J. F., Qu, X., Xu, W. & Ye, G. B., Sept 2016, In: Applied and Computational Harmonic Analysis. 41, 2, p. 470-490 21 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access58 Citations (Scopus) -
Correction: Low-rank regularization for learning gene expression programs (PLoS ONE)
Ye, G., Tang, M., Cai, J. F., Nie, Q. & Xie, X., 13 Jan 2014, In: PLoS ONE. 9, 1Research output: Contribution to journal › Comment/debate
Open Access1 Citation (Scopus) -
Data-driven tight frame construction and image denoising
Cai, J. F., Ji, H., Shen, Z. & Ye, G. B., Jul 2014, In: Applied and Computational Harmonic Analysis. 37, 1, p. 89-105 17 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access252 Citations (Scopus) -
Low-rank regularization for learning gene expression programs
Ye, G., Tang, M., Cai, J. F., Nie, Q. & Xie, X., 17 Dec 2013, In: PLoS ONE. 8, 12, e82146.Research output: Contribution to journal › Journal Article › peer-review
Open Access14 Citations (Scopus) -
Learning sparse gradients for variable selection and dimension reduction
Ye, G. B. & Xie, X., Jun 2012, In: Machine Learning. 87, 3, p. 303-355 53 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access24 Citations (Scopus)