Exact Clustering in Tensor Block Model: Statistical Optimality and
Computational Limit

Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit

18 December 2020

Papers citing "Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit"

14 / 14 papers shown

Title
Tensor Methods in High Dimensional Data Analysis: Opportunities and Challenges Arnab Auddy Dong Xia Ming Yuan AI4CE 50 2 0 28 May 2024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates Guillaume Braun Masashi Sugiyama 35 0 0 29 Feb 2024
Mixture of multilayer stochastic block models for multiview clustering Kylliann De Santiago Marie Szafranski Christophe Ambroise 29 1 0 09 Jan 2024
Mode-wise Principal Subspace Pursuit and Matrix Spiked Covariance Model Runshi Tang M. Yuan Anru R. Zhang 43 3 0 02 Jul 2023
Statistical and computational rates in high rank tensor estimation Chanwoo Lee Miaoyan Wang 30 1 0 08 Apr 2023
Deflated HeteroPCA: Overcoming the curse of ill-conditioning in heteroskedastic PCA Yuchen Zhou Yuxin Chen 40 4 0 10 Mar 2023
Fundamental Limits of Spectral Clustering in Stochastic Block Models An Zhang 41 4 0 23 Jan 2023
Optimal Clustering by Lloyd Algorithm for Low-Rank Mixture Model Zhongyuan Lyu Dong Xia 29 3 0 11 Jul 2022
Tensor-on-Tensor Regression: Riemannian Optimization, Over-parameterization, Statistical-computational Gap, and Their Interplay Yuetian Luo Anru R. Zhang 29 19 0 17 Jun 2022
Minimax Optimal Clustering of Bipartite Graphs with a Generalized Power Method Guillaume Braun Hemant Tyagi 25 5 0 24 May 2022
Multiway Spherical Clustering via Degree-Corrected Tensor Block Models Jiaxin Hu Miaoyan Wang 23 4 0 19 Jan 2022
Guaranteed Functional Tensor Singular Value Decomposition Rungang Han Pixu Shi Anru R. Zhang 34 20 0 09 Aug 2021
Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration Yuchen Zhou Anru R. Zhang Lili Zheng Yazhen Wang 24 22 0 06 Oct 2020
Universality of the stochastic block model Jean-Gabriel Young G. St‐Onge P. Desrosiers Louis J. Dubé 27 30 0 11 Jun 2018