Optimal Clustering in Anisotropic Gaussian Mixture Models

v1v2 (latest)

Optimal Clustering in Anisotropic Gaussian Mixture Models

14 January 2021

ArXiv (abs)PDF HTML

Papers citing "Optimal Clustering in Anisotropic Gaussian Mixture Models"

7 / 7 papers shown

Title
Factor Adjusted Spectral Clustering for Mixture Models Shange Tang Soham Jana Jianqing Fan 112 1 0 22 Aug 2024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates Guillaume Braun Masashi Sugiyama 72 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 95 1 0 23 Feb 2024
Adversarially robust clustering with optimality guarantees Soham Jana Kun Yang Sanjeev R. Kulkarni AAML 56 2 0 16 Jun 2023
Minimax Optimal Clustering of Bipartite Graphs with a Generalized Power Method Guillaume Braun Hemant Tyagi 79 5 0 24 May 2022
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees Guillaume Braun Hemant Tyagi C. Biernacki 50 13 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 71 5 0 13 Nov 2021