• 258 Citations
20122019
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Fingerprint Dive into the research topics where Zhaoran Wang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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High-dimensional Mathematics
Convex optimization Engineering & Materials Science
Global optimization Engineering & Materials Science
Principal component analysis Engineering & Materials Science
Factorization Engineering & Materials Science
Initialization Mathematics
Statistical Model Mathematics
Rate of Convergence Mathematics

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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 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

Accelerating Nonconvex Learning via Replica Exchange Langevin Diffusion

Chen, Y., Chen, J., Dong, J., Jiang, P. & Wang, Z., 2018

Research output: Book/ReportOther report

replicas
learning
tradeoffs
exploitation
escape
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

A Theoretical Analysis of Deep Q-Learning

Yang, Z., Xie, Y. & Wang, Z., 2018

Research output: Book/ReportOther report