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Publication DateArticle TitleAuthor(s)
2018The Projected Power Method: An Efficient Algorithm for Joint Alignment from Pairwise DifferencesChen, Yuxin; Candès, EJ
2020Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind DeconvolutionMa, C; Wang, K; Chi, Y; Chen, Yuxin
2020Beyond universal behavior in the one-dimensional chain with random nearest-neighbor hoppingKrishna, A; Bhatt, Ravindra N
May-2018Fast Preparation of Critical Ground States Using Superluminal Fronts.Agarwal, Kartiek; Bhatt, Ravindra N; Sondhi, SL
2020Fermi Surfaces of Composite FermionsBhatt, Ravindra N; Ippoliti, M
2019Nonconvex Optimization Meets Low-Rank Matrix Factorization: An OverviewChi, Y; Lu, YM; Chen, Yuxin
2019Inference and uncertainty quantification for noisy matrix completionChen, Yuxin; Fan, Jianqing; Ma, C; Yan, Y
2019The likelihood ratio test in high-dimensional logistic regression is asymptotically a rescaled Chi-squareSur, P; Chen, Yuxin; Candès, EJ
2019Spectral method and regularized mle are both optimal for top-K rankingChen, Yuxin; Fan, Jianqing; Ma, C; Wang, K
6-Apr-2021Distributed Estimation for Principal Component Analysis: An Enlarged Eigenspace AnalysisChen, Xi; Lee, Jason D; Li, He; Yang, Yun