Optimal Clustering in Anisotropic Gaussian Mixture Models

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Optimal Clustering in Anisotropic Gaussian Mixture Models

14 January 2021

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Papers citing "Optimal Clustering in Anisotropic Gaussian Mixture Models"

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Title
Factor Adjusted Spectral Clustering for Mixture Models Shange Tang Soham Jana Jianqing Fan 266 2 0 22 Aug 2024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates Guillaume Braun Masashi Sugiyama 142 0 0 29 Feb 2024
Universal Lower Bounds and Optimal Rates: Achieving Minimax Clustering Error in Sub-Exponential Mixture Models Maximilien Dreveton Alperen Gozeten Matthias Grossglauser Patrick Thiran 368 4 0 23 Feb 2024
Adversarially robust clustering with optimality guaranteesIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023 Soham Jana Kun Yang Sanjeev R. Kulkarni AAML 245 3 0 16 Jun 2023
Minimax Optimal Clustering of Bipartite Graphs with a Generalized Power MethodInformation and Inference A Journal of the IMA (JIII), 2022 Guillaume Braun Hemant Tyagi 255 6 0 24 May 2022
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guaranteesInternational Conference on Machine Learning (ICML), 2021 Guillaume Braun Hemant Tyagi C. Biernacki 240 15 0 20 Dec 2021
Minimax Supervised Clustering in the Anisotropic Gaussian Mixture Model: A new take on Robust Interpolation Stanislav Minsker M. Ndaoud Yiqiu Shen 169 6 0 13 Nov 2021