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robust clustering

20 papers

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Co-occurring keywords

outlier detection (318) gaussian mixture model (388) subspace clustering (122) dirichlet process (132) spectral clustering (304) graph learning (120) clustering ensemble (7) data clustering (20) multi-view clustering (199) dimensionality reduction (720)

Papers

Convex Clustering Redefined: Robust Learning with the Median of Means Estimator AAAI 2026
Dirichlet Process-Based Robust Clustering Using the Median-of-Means Estimator IJCAI 2025
Robust Data Clustering with Outliers via Transformed Tensor Low-Rank Representation AISTATS 2024
Robust Spectral Clustering with Rank Statistics JMLR 2024
A Spectral Algorithm for List-Decodable Covariance Estimation in Relative Frobenius Norm NIPS 2023
Learning Cross-Modal Retrieval With Noisy Labels CVPR 2021
Tri-level Robust Clustering Ensemble with Multiple Graph Learning AAAI 2021
RS3CIS: Robust Single-Step Spectral Clustering with Intrinsic Subspace AAAI 2019
Robust Subspace Clustering With Independent and Piecewise Identically Distributed Noise Modeling CVPR 2019
Robust Auto-Weighted Multi-View Clustering IJCAI 2018
Clustering Semi-Random Mixtures of Gaussians ICML 2018
Robust Multi-view Learning via Half-quadratic Minimization IJCAI 2018
SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms CVPR 2018
Consistency, Breakdown Robustness, and Algorithms for Robust Improper Maximum Likelihood Clustering JMLR 2017
Robust Hierarchical Clustering JMLR 2014
Robust Bayesian Max-Margin Clustering NIPS 2014
Robust Distance Metric Learning via Simultaneous L1-Norm Minimization and Maximization ICML 2014
Correntropy Induced L2 Graph for Robust Subspace Clustering ICCV 2013
Learning Multiple Models via Regularized Weighting NIPS 2013
Robust Clustering as Ensembles of Affinity Relations NIPS 2010