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20102023

Research output per year

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Projects

Research Output

Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval

Chen, Y., Chi, Y., Fan, J. & Ma, C., Jul 1 2019, In : Mathematical Programming. 176, 1-2, p. 5-37 33 p.

Princeton University

Research output: Contribution to journalArticle

Open Access

Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview

Chi, Y., Lu, Y. M. & Chen, Y., Oct 15 2019, In : IEEE Transactions on Signal Processing. 67, 20, p. 5239-5269 31 p., 8811622.

Princeton University

Research output: Contribution to journalArticle

Spectral method and regularized mle are both optimal for top-K ranking

Chen, Y., Fan, J., Ma, C. & Wang, K., Jan 1 2019, In : Annals of Statistics. 47, 4, p. 2204-2235 32 p.

Princeton University

Research output: Contribution to journalArticle