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Clustering

756 papers

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Papers

Fast Graph Laplacian Regularized Kernel Learning via Semidefinite–Quadratic–Linear Programming NIPS 2009
The Ordered Residual Kernel for Robust Motion Subspace Clustering NIPS 2009
Influence of graph construction on graph-based clustering measures NIPS 2008
Inferring rankings under constrained sensing NIPS 2008
Spectral Clustering with Perturbed Data NIPS 2008
Clustering via LP-based Stabilities NIPS 2008
Cyclizing Clusters via Zeta Function of a Graph NIPS 2008
An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering NIPS 2008
Measures of Clustering Quality: A Working Set of Axioms for Clustering NIPS 2008
On the Reliability of Clustering Stability in the Large Sample Regime NIPS 2008
Learning Taxonomies by Dependence Maximization NIPS 2008
DIFFRAC: a discriminative and flexible framework for clustering NIPS 2007
Nearest-Neighbor-Based Active Learning for Rare Category Detection NIPS 2007
Bayesian Agglomerative Clustering with Coalescents NIPS 2007
Convex Clustering with Exemplar-Based Models NIPS 2007
Learning with Tree-Averaged Densities and Distributions NIPS 2007
Cluster Stability for Finite Samples NIPS 2007
Consistent Minimization of Clustering Objective Functions NIPS 2007
Online Clustering of Moving Hyperplanes NIPS 2006
Recursive Attribute Factoring NIPS 2006
Doubly Stochastic Normalization for Spectral Clustering NIPS 2006
Stability of $K$-Means Clustering NIPS 2006
Differential Entropic Clustering of Multivariate Gaussians NIPS 2006
PG-means: learning the number of clusters in data NIPS 2006
Fundamental Limitations of Spectral Clustering NIPS 2006