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Clustering

3615 directly classified papers

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Papers

Stability of Density-Based Clustering JMLR 2012
Algebraic Geometric Comparison of Probability Distributions JMLR 2012
Multi-Assignment Clustering for Boolean Data JMLR 2012
Slice sampling normalized kernel-weighted completely random measure mixture models NIPS 2012
High-Rank Matrix Completion AISTATS 2012
FFT-based Terrain Segmentation for Underwater Mapping RSS 2012
Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation AISTATS 2012
Maximum Volume Clustering AISTATS 2011
Logistic Stick-Breaking Process JMLR 2011
An Unsupervised Decontamination Procedure For Improving The Reliability Of Human Judgments NIPS 2011
Sparse Manifold Clustering and Embedding NIPS 2011
The Doubly Correlated Nonparametric Topic Model NIPS 2011
Scalable Training of Mixture Models via Coresets NIPS 2011
Co-regularized Multi-view Spectral Clustering NIPS 2011
A concave regularization technique for sparse mixture models NIPS 2011
Bayesian Partitioning of Large-Scale Distance Data NIPS 2011
Fast and Accurate k-means For Large Datasets NIPS 2011
Minimax Localization of Structural Information in Large Noisy Matrices NIPS 2011
Higher-Order Correlation Clustering for Image Segmentation NIPS 2011
On U-processes and clustering performance NIPS 2011
Crowdclustering NIPS 2011
Inferring Interaction Networks using the IBP applied to microRNA Target Prediction NIPS 2011
Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities AISTATS 2011
Spectral Clustering on a Budget AISTATS 2011
Dimensionality Reduction for Spectral Clustering AISTATS 2011