conftrace_

sparse clustering

7 papers

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Co-occurring keywords · papers mentioning both

high-dimensional data (3) k-means clustering (3) high-dimensional clustering (2) feature selection (2) unsupervised learning (2) regularized k-mean (1) l0 penalty (1) cluster center (1) modularity maximization (1) louvain method (1)

Papers

Regularized K-means Through Hard-Thresholding JMLR 2022 Simple and Scalable Sparse k-means Clustering via Feature Ranking NeurIPS 2020 The Sparse MinMax k-Means Algorithm for High-Dimensional Clustering IJCAI 2020 Modularity-based Sparse Soft Graph Clustering AISTATS 2019 High-dimensional Time Series Clustering via Cross-Predictability AISTATS 2017 Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures AISTATS 2015 A Single-Pass Algorithm for Efficiently Recovering Sparse Cluster Centers of High-dimensional Data ICML 2014