RATE-OPTIMAL GRAPHON ESTIMATION von Gao, Chao, Lu, Yu, Zhou, Harrison H.

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SPARSE CCA: ADAPTIVE ESTIMATION AND COMPUTATIONAL BARRIERS von Gao, Chao, Ma, Zongming, Zhou, Harrison H.

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ESTIMATING SPARSE PRECISION MATRIX: OPTIMAL RATES OF CONVERGENCE AND ADAPTIVE ESTIMATION von Cai, T. Tony, Liu, Weidong, Zhou, Harrison H.

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MINIMAX RATES OF COMMUNITY DETECTION IN STOCHASTIC BLOCK MODELS von Zhang, Anderson Y., Zhou, Harrison H.

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COMMUNITY DETECTION IN DEGREE-CORRECTED BLOCK MODELS von Gao, Chao, Ma, Zongming, Zhang, Anderson Y., Zhou, Harrison H.

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Rates of estimation for high-dimensional multireference alignment von Dou, Zehao, Fan, Zhou, Zhou, Harrison H.

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OPTIMAL RATES OF CONVERGENCE FOR SPARSE COVARIANCE MATRIX ESTIMATION von Cai, T. Tony, Zhou, Harrison H.

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OPTIMALITY OF SPECTRAL CLUSTERING IN THE GAUSSIAN MIXTURE MODEL von Löffler, Matthias, Zhang, Anderson Y., Zhou, Harrison H.

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THEORETICAL AND COMPUTATIONAL GUARANTEES OF MEAN FIELD VARIATIONAL INFERENCE FOR COMMUNITY DETECTION von Zhang, Anderson Y., Zhou, Harrison H.

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ASYMPTOTIC NORMALITY AND OPTIMALITIES IN ESTIMATION OF LARGE GAUSSIAN GRAPHICAL MODELS von Ren, Zhao, Sun, Tingni, Zhang, Cun-Hui, Zhou, Harrison H.

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OPTIMAL RATES OF CONVERGENCE FOR COVARIANCE MATRIX ESTIMATION von Cai, T. Tony, Zhang, Cun-Hui, Zhou, Harrison H.

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Estimating structured high-dimensional covariance and precision matrices: Optimal rates and adaptive estimation von Cai, T. Tony, Ren, Zhao, Zhou, Harrison H.

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Optimal estimation of high-dimensional Gaussian location mixtures von Doss, Natalie, Wu, Yihong, Yang, Pengkun, Zhou, Harrison H.

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OPTIMAL SPARSE VOLATILITY MATRIX ESTIMATION FOR HIGH-DIMENSIONAL ITÔ PROCESSES WITH MEASUREMENT ERRORS von Tao, Minjing, Wang, Yazhen, Zhou, Harrison H.

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A GENERAL FRAMEWORK FOR BAYES STRUCTURED LINEAR MODELS von Gao, Chao, van der Vaart, Aad W., Zhou, Harrison H.

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RATE-OPTIMAL POSTERIOR CONTRACTION FOR SPARSE PCA von Gao, Chao, Zhou, Harrison H.

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Estimating sparse precision matrices von Padmanabhan, Nikhil, White, Martin, Zhou, Harrison H, O'Connell, Ross

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MINIMAX ESTIMATION IN SPARSE CANONICAL CORRELATION ANALYSIS von Gao, Chao, Ma, Zongming, Ren, Zhao, Zhou, Harrison H.

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RATE EXACT BAYESIAN ADAPTATION WITH MODIFIED BLOCK PRIORS von Gao, Chao, Zhou, Harrison H.

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False Discovery Rate Control With Groups von Hu, James X., Zhao, Hongyu, Zhou, Harrison H.

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