Optimality of Spectral Clustering in the Gaussian Mixture Model

1 November 2019

Papers citing "Optimality of Spectral Clustering in the Gaussian Mixture Model"

16 / 16 papers shown

Title
Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model Hugo Lebeau M. Seddik J. H. D. M. Goulart 23 1 0 16 Feb 2024
Adversarially robust clustering with optimality guarantees Soham Jana Kun Yang Sanjeev R. Kulkarni AAML 34 2 0 16 Jun 2023
Deflated HeteroPCA: Overcoming the curse of ill-conditioning in heteroskedastic PCA Yuchen Zhou Yuxin Chen 40 4 0 10 Mar 2023
Scalable Clustering: Large Scale Unsupervised Learning of Gaussian Mixture Models with Outliers Yiji Zhou K. Gallivan Adrian Barbu 26 1 0 28 Feb 2023
Fundamental Limits of Spectral Clustering in Stochastic Block Models An Zhang 44 4 0 23 Jan 2023
Semidefinite programming on population clustering: a global analysis Shuheng Zhou 18 1 0 01 Jan 2023
Asymptotics for The $k$ -means Tonglin Zhang 16 2 0 18 Nov 2022
Bayesian Sparse Gaussian Mixture Model in High Dimensions Dapeng Yao Fangzheng Xie Yanxun Xu 36 1 0 21 Jul 2022
Optimal Clustering by Lloyd Algorithm for Low-Rank Mixture Model Zhongyuan Lyu Dong Xia 29 3 0 11 Jul 2022
Minimax Optimal Clustering of Bipartite Graphs with a Generalized Power Method Guillaume Braun Hemant Tyagi 25 5 0 24 May 2022
A Bayesian Approach To Graph Partitioning Farshad Noravesh 21 0 0 24 Apr 2022
Selective inference for k-means clustering Yiqun T. Chen Daniela Witten 27 43 0 29 Mar 2022
Learning Low-Dimensional Nonlinear Structures from High-Dimensional Noisy Data: An Integral Operator Approach Xiucai Ding Rongkai Ma 44 9 0 28 Feb 2022
Optimal Clustering in Anisotropic Gaussian Mixture Models Xin Chen A. Zhang 18 9 0 14 Jan 2021
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 44 165 0 15 Dec 2020
Computationally efficient sparse clustering Matthias Löffler Alexander S. Wein Afonso S. Bandeira 35 14 0 21 May 2020