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Sparse CCA: Adaptive estimation and computational barriers

The Annals of statistics, 2017-10, Vol.45 (5)

2017

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Efficient random graph matching via degree profiles

Probability theory and related fields, 2021-02, Vol.179 (1-2), p.29-115

2021

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Optimal estimation and rank detection for sparse spiked covariance matrices

Probability theory and related fields, 2015-04, Vol.161 (3-4), p.781-815

2015

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Non-parametric methods for doubly robust estimation of continuous treatment effects

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2017-09, Vol.79 (4), p.1229-1245

2017

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SPARSE PRINCIPAL COMPONENT ANALYSIS AND ITERATIVE THRESHOLDING

The Annals of statistics, 2013-04, Vol.41 (2), p.772-801

Ma, Zongming

2013

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Linked dimensions of psychopathology and connectivity in functional brain networks

Nature communications, 2018-08, Vol.9 (1), p.3003-14, Article 3003

2018

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Volume Ratio, Sparsity, and Minimaxity Under Unitarily Invariant Norms

IEEE transactions on information theory, 2015-12, Vol.61 (12), p.6939-6956

2015

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Community Detection with Contextual Multilayer Networks

IEEE transactions on information theory, 2023-05, Vol.69 (5), p.1-1

2023

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MaxFuse enables data integration across weakly linked spatial and single-cell modalities

Nature biotechnology, 2024-07, Vol.42 (7), p.1036-1037

2024

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Accuracy of the Tracy—Widom limits for the extreme eigenvalues in white Wishart matrices

Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability, 2012-02, Vol.18 (1), p.322-359

MA, ZONGMING

2012

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COMPUTATIONAL BARRIERS IN MINIMAX SUBMATRIX DETECTION

The Annals of statistics, 2015-06, Vol.43 (3), p.1089-1116

2015

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Optimal signal detection in some spiked random matrix models: Likelihood ratio tests and linear spectral statistics

The Annals of statistics, 2022-08, Vol.50 (4), p.1910

2022

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Optimal hypothesis testing for high dimensional covariance matrices

Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability, 2013-11, Vol.19 (5B), p.2359-2388

2013

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Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing

Statistical science, 2021-02, Vol.36 (1), p.16

2021

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Testing equivalence of clustering

The Annals of statistics, 2022-02, Vol.50 (1), p.407

2022

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FAST APPROACH TO THE TRACY–WIDOM LAW AT THE EDGE OF GOE AND GUE

The Annals of applied probability, 2012-10, Vol.22 (5), p.1962-1988

2012

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Global and individualized community detection in inhomogeneous multilayer networks

The Annals of statistics, 2022-10, Vol.50 (5), p.2664

2022

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OPTIMAL RATES OF CONVERGENCE FOR NOISY SPARSE PHASE RETRIEVAL VIA THRESHOLDED WIRTINGER FLOW

The Annals of statistics, 2016-10, Vol.44 (5), p.2221-2251

2016

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SPARSE CCA: ADAPTIVE ESTIMATION AND COMPUTATIONAL BARRIERS

The Annals of statistics, 2017-10, Vol.45 (5), p.2074-2101

2017

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COMMUNITY DETECTION IN DEGREE-CORRECTED BLOCK MODELS

The Annals of statistics, 2018-10, Vol.46 (5), p.2153-2185

2018

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SPARSE PCA: OPTIMAL RATES AND ADAPTIVE ESTIMATION

The Annals of statistics, 2013-12, Vol.41 (6), p.3074-3110

2013

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ADAPTIVE ESTIMATION IN TWO-WAY SPARSE REDUCED-RANK REGRESSION

Statistica Sinica, 2020-10, Vol.30 (4), p.2179-2201

2020

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A Sparse Singular Value Decomposition Method for High-Dimensional Data

Journal of computational and graphical statistics, 2014-10, Vol.23 (4), p.923-942

2014

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Alteration of gene expression signatures of cortical differentiation and wound response in lethal clear cell renal cell carcinomas

PloS one, 2009-06, Vol.4 (6), p.e6039

2009

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MINIMAX ESTIMATION IN SPARSE CANONICAL CORRELATION ANALYSIS

The Annals of statistics, 2015-10, Vol.43 (5), p.2168-2197

2015

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Sparse CCA: Adaptive estimation and computational barriers

Efficient random graph matching via degree profiles

Optimal estimation and rank detection for sparse spiked covariance matrices

Non-parametric methods for doubly robust estimation of continuous treatment effects

SPARSE PRINCIPAL COMPONENT ANALYSIS AND ITERATIVE THRESHOLDING

Linked dimensions of psychopathology and connectivity in functional brain networks

Volume Ratio, Sparsity, and Minimaxity Under Unitarily Invariant Norms

Community Detection with Contextual Multilayer Networks

MaxFuse enables data integration across weakly linked spatial and single-cell modalities

Accuracy of the Tracy—Widom limits for the extreme eigenvalues in white Wishart matrices

COMPUTATIONAL BARRIERS IN MINIMAX SUBMATRIX DETECTION

Optimal signal detection in some spiked random matrix models: Likelihood ratio tests and linear spectral statistics

Optimal hypothesis testing for high dimensional covariance matrices

Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing

Testing equivalence of clustering

FAST APPROACH TO THE TRACY–WIDOM LAW AT THE EDGE OF GOE AND GUE

Global and individualized community detection in inhomogeneous multilayer networks

OPTIMAL RATES OF CONVERGENCE FOR NOISY SPARSE PHASE RETRIEVAL VIA THRESHOLDED WIRTINGER FLOW

SPARSE CCA: ADAPTIVE ESTIMATION AND COMPUTATIONAL BARRIERS

COMMUNITY DETECTION IN DEGREE-CORRECTED BLOCK MODELS

SPARSE PCA: OPTIMAL RATES AND ADAPTIVE ESTIMATION

ADAPTIVE ESTIMATION IN TWO-WAY SPARSE REDUCED-RANK REGRESSION

A Sparse Singular Value Decomposition Method for High-Dimensional Data

Alteration of gene expression signatures of cortical differentiation and wound response in lethal clear cell renal cell carcinomas

MINIMAX ESTIMATION IN SPARSE CANONICAL CORRELATION ANALYSIS

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