Yuxin Chen

Source: Scopus
Calculated based on no. of publications stored in Pure and citations from Scopus

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7 Active

Collaborative Research: Fine-Grained Statistical Inference in High Dimension: Actionable Information, Bias Reduction, and Optimality
Chen, Y.
NSF - National Science Foundation
7/1/20 → 6/30/23
Project: Research project
Trustworthy and Scalable Nonconvex Statistical Estimation for Sample-Starved Multi-Modal Data Models
Chen, Y.
Army Research Office - NC
5/1/20 → 4/30/23
Project: Research project
CIF: Small: Taming Nonconvexity in High-Dimensional Statistical Estimation
Chen, Y.
NSF - National Science Foundation
10/1/19 → 9/30/22
Project: Research project
RI: Medium:Collaborative Research:Algorithmic High-Dimensional Statistics: Statistical Optimality, Computational Barriers, and High-Dimensional Corrections
Chen, Y.
NSF - National Science Foundation
8/1/19 → 7/31/23
Project: Research project
The Unreasonable Effectiveness of Nonconvex Methods for High-Dimensional Statistical Data Analysis
Chen, Y.
Office of Naval Research - MA
4/15/19 → 4/14/22
Project: Research project

978 Citations
13 h-Index
21 Article
20 Conference contribution
2 Paper
2 Conference article

Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution
Ma, C., Wang, K., Chi, Y. & Chen, Y., Jun 1 2020, In: Foundations of Computational Mathematics. 20, 3, p. 451-632 182 p.
Research output: Contribution to journal › Article › peer-review
10 Scopus citations
Noisy matrix completion: Understanding statistical guarantees for convex relaxation via nonconvex optimization
Chen, Y., Chi, Y., Fan, J., Ma, C. & Yan, Y., 2020, In: SIAM Journal on Optimization. 30, 4, p. 3098-3121 24 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Nonconvex matrix factorization from rank-one measurements
Li, Y., Ma, C., Chen, Y. & Chi, Y., 2020.
Research output: Contribution to conference › Paper › peer-review
2 Scopus citations
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.
Research output: Contribution to journal › Article › peer-review
25 Scopus citations
Inference and uncertainty quantification for noisy matrix completion
Chen, Y., Fan, J., Ma, C. & Yan, Y., Nov 12 2019, In: Proceedings of the National Academy of Sciences of the United States of America. 116, 46, p. 22931-22937 7 p.
Research output: Contribution to journal › Article › peer-review

Open Access
5 Scopus citations