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2012.09996
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Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit
18 December 2020
Rungang Han
Yuetian Luo
Miaoyan Wang
Anru R. Zhang
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Papers citing
"Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit"
23 / 23 papers shown
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Computational and Statistical Thresholds in Multi-layer Stochastic Block Models
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Statistical and computational rates in high rank tensor estimation
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Deflated HeteroPCA: Overcoming the curse of ill-conditioning in heteroskedastic PCA
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Fundamental Limits of Spectral Clustering in Stochastic Block Models
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023
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Optimal Clustering by Lloyd Algorithm for Low-Rank Mixture Model
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Tensor-on-Tensor Regression: Riemannian Optimization, Over-parameterization, Statistical-computational Gap, and Their Interplay
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Sparse Subspace Clustering in Diverse Multiplex Network Model
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Leave-one-out Singular Subspace Perturbation Analysis for Spectral Clustering
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Minimax Optimal Clustering of Bipartite Graphs with a Generalized Power Method
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367
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Multiway Spherical Clustering via Degree-Corrected Tensor Block Models
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2022
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An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees
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Guillaume Braun
Hemant Tyagi
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Guaranteed Functional Tensor Singular Value Decomposition
Journal of the American Statistical Association (JASA), 2021
Rungang Han
Pixu Shi
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Low-rank Tensor Estimation via Riemannian Gauss-Newton: Statistical Optimality and Second-Order Convergence
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Anru R. Zhang
510
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Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration
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