Research Output per year
Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
- 1 Similar Profiles
Convex optimization
Engineering & Materials Science
High-dimensional
Mathematics
Global optimization
Engineering & Materials Science
Principal component analysis
Engineering & Materials Science
Factorization
Engineering & Materials Science
Rate of Convergence
Mathematics
Parameter estimation
Engineering & Materials Science
Sliced Inverse Regression
Mathematics
Network
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Research Output 2012 2019
1
Citation
(Scopus)
Misspecified nonconvex statistical optimization for sparse phase retrieval
Yang, Z., Yang, L. F., Fang, E. X., Zhao, T., Wang, Z. & Neykov, M., Jan 1 2019, In : Mathematical Programming.Research output: Contribution to journal › Article
Phase Retrieval
Link Function
Model Misspecification
Optimization Theory
Optimization
Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization
Li, X., Lu, J., Arora, R., Haupt, J., Liu, H., Wang, Z. & Zhao, T., Jun 1 2019, In : IEEE Transactions on Information Theory. 65, 6, p. 3489-3514 26 p., 8675509.Research output: Contribution to journal › Article
Global optimization
Factorization
neural network
Learning systems
guarantee
1
Citation
(Scopus)
A convex formulation for high-dimensional sparse sliced inverse regression
Tan, K. M., Wang, Z., Zhang, T., Liu, H. & Cook, R. D., Dec 1 2018, In : Biometrika. 105, 4, p. 769-782 14 p.Research output: Contribution to journal › Article
Sliced Inverse Regression
Convex optimization
Covariates
High-dimensional
multipliers
Contrastive learning from pairwise measurements
Chen, Y., Yang, Z., Xie, Y. & Wang, Z., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 10909-10918 10 p.Research output: Contribution to journal › Conference article
Agglomeration
Experiments
Dynamic Truth Discovery on Numerical Data
Zhi, S., Yang, F., Zhu, Z., Li, Q., Wang, Z. & Han, J., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 817-826 10 p. 8594906. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Data handling
Experiments