• 246 Citations
20122019
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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

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Research Output 2012 2019

  • 246 Citations
  • 16 Conference article
  • 7 Conference contribution
  • 6 Article
  • 1 Paper
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 journalArticle

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 journalArticle

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 journalArticle

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 journalConference 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 proceedingConference contribution

Data handling
Experiments