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20082022
most citedSparse principal component analysis and iterative thresholding

337 citations · 1.6k across the 34 of their papers we have counts for

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Showing 2015 · math.STShow all

5 papers · 2 filters

math.ST2015★ 60 cited

Optimal Estimation and Completion of Matrices with Biclustering Structures

Chao Gao, Yu Lu, Zongming Ma +1

Biclustering structures in data matrices were first formalized in a seminal paper by John Hartigan (1972) where one seeks to cluster cases and variables simultaneously. Such struct…

math.ST2015

Discussion of "Frequentist coverage of adaptive nonparametric Bayesian credible sets"

Subhashis Ghosal

Discussion of "Frequentist coverage of adaptive nonparametric Bayesian credible sets" by Szabó, van der Vaart and van Zanten [arXiv:1310.4489v5].

math.ST2015★ 2 cited

Discussion of "Frequentist coverage of adaptive nonparametric Bayesian credible sets"

Mark G. Low, Zongming Ma

Discussion of "Frequentist coverage of adaptive nonparametric Bayesian credible sets" by Szabó, van der Vaart and van Zanten [arXiv:1310.4489v5].

math.ST2015★ 10 cited

Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger Flow

T. Tony Cai, Xiaodong Li, Zongming Ma

This paper considers the noisy sparse phase retrieval problem: recovering a sparse signal from noisy quadratic measurements , $j=1, \l…

math.ST2015★ 54 cited

Achieving Optimal Misclassification Proportion in Stochastic Block Model

Chao Gao, Zongming Ma, Anderson Y. Zhang +1

Community detection is a fundamental statistical problem in network data analysis. Many algorithms have been proposed to tackle this problem. Most of these algorithms are not guara…