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Clustering

3615 directly classified papers

Papers per year

Papers

Fast Large-scale Mixture Modeling with Component-specific Data Partitions NIPS 2010
Joint Analysis of Time-Evolving Binary Matrices and Associated Documents NIPS 2010
Robust Clustering as Ensembles of Affinity Relations NIPS 2010
Dirichlet Process Mixtures of Generalized Linear Models AISTATS 2010
Unsupervised Kernel Dimension Reduction NIPS 2010
Rates of convergence for the cluster tree NIPS 2010
Towards Property-Based Classification of Clustering Paradigms NIPS 2010
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA NIPS 2010
Tree-Structured Stick Breaking for Hierarchical Data NIPS 2010
Practical Large-Scale Optimization for Max-norm Regularization NIPS 2010
Minimum Average Cost Clustering NIPS 2010
Sample Complexity of Testing the Manifold Hypothesis NIPS 2010
Random Projections for $k$-means Clustering NIPS 2010
Movement extraction by detecting dynamics switches and repetitions NIPS 2010
Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch NIPS 2010
PAC-Bayesian Analysis of Co-clustering and Beyond JMLR 2010
Mining Recurring Concept Drifts with Limited Labeled Streaming Data ACML 2010
Minimum Conditional Entropy Clustering: A Discriminative Framework for Clustering ACML 2010
Dimensionality Estimation, Manifold Learning and Function Approximation using Tensor Voting JMLR 2010
Characterization, Stability and Convergence of Hierarchical Clustering Methods JMLR 2010
Fast detection of multiple change-points shared by many signals using group LARS NIPS 2010
Unsupervised discovery of object classes from range data using latent Dirichlet allocation RSS 2009
Nearest Neighbor Clustering: A Baseline Method for Consistent Clustering with Arbitrary Objective Functions JMLR 2009
Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering NIPS 2009
Clustering sequence sets for motif discovery NIPS 2009