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Clustering

3,638 papers

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Papers

Locally Defined Principal Curves and Surfaces JMLR 2011
Clustering Algorithms for Chains JMLR 2011
The arules R-Package Ecosystem: Analyzing Interesting Patterns from Large Transaction Data Sets JMLR 2011
Distance Dependent Chinese Restaurant Processes JMLR 2011
Efficient and Effective Visual Codebook Generation Using Additive Kernels JMLR 2011
Convergence of Distributed Asynchronous Learning Vector Quantization Algorithms JMLR 2011
Supervised Clustering NIPS 2010
Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations NIPS 2010
Joint Analysis of Time-Evolving Binary Matrices and Associated Documents NIPS 2010
Discriminative Clustering by Regularized Information Maximization NIPS 2010
Dynamic Infinite Relational Model for Time-varying Relational Data Analysis NIPS 2010
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI NIPS 2010
Fast Large-scale Mixture Modeling with Component-specific Data Partitions NIPS 2010
Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch NIPS 2010
Movement extraction by detecting dynamics switches and repetitions NIPS 2010
Random Projections for $k$-means Clustering NIPS 2010
Deterministic Single-Pass Algorithm for LDA NIPS 2010
Sample Complexity of Testing the Manifold Hypothesis NIPS 2010
Sphere Embedding: An Application to Part-of-Speech Induction NIPS 2010
Minimum Average Cost Clustering NIPS 2010
Practical Large-Scale Optimization for Max-norm Regularization NIPS 2010
Segmentation as Maximum-Weight Independent Set NIPS 2010
Structural epitome: a way to summarize one’s visual experience NIPS 2010
Tree-Structured Stick Breaking for Hierarchical Data NIPS 2010
Unsupervised Kernel Dimension Reduction NIPS 2010