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Clustering

3615 directly classified papers

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Papers

Maximal Cliques that Satisfy Hard Constraints with Application to Deformable Object Model Learning NIPS 2011
Noise Thresholds for Spectral Clustering NIPS 2011
Clustering via Dirichlet Process Mixture Models for Portable Skill Discovery NIPS 2011
Clustering Algorithms for Chains JMLR 2011
Unsupervised Similarity-Based Risk Stratification for Cardiovascular Events Using Long-Term Time-Series Data JMLR 2011
Adaptive Density Level Set Clustering COLT 2011
Group Anomaly Detection using Flexible Genre Models NIPS 2011
Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds NIPS 2011
Operator Norm Convergence of Spectral Clustering on Level Sets JMLR 2011
Forest Density Estimation JMLR 2011
Locally Defined Principal Curves and Surfaces JMLR 2011
The arules R-Package Ecosystem: Analyzing Interesting Patterns from Large Transaction Data Sets JMLR 2011
Spatial distance dependent Chinese restaurant processes for image segmentation NIPS 2011
Multiscale Community Blockmodel for Network Exploration AISTATS 2011
Convergence of Distributed Asynchronous Learning Vector Quantization Algorithms JMLR 2011
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities AISTATS 2011
Cross-Domain Object Matching with Model Selection AISTATS 2011
Discussion of “The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling” AISTATS 2011
TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents AISTATS 2011
Evolving Cluster Mixed-Membership Blockmodel for Time-Evolving Networks AISTATS 2011
Clustered Multi-Task Learning Via Alternating Structure Optimization NIPS 2011
Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NIPS 2011
Efficient and Effective Visual Codebook Generation Using Additive Kernels JMLR 2011
Shaping Level Sets with Submodular Functions NIPS 2011
Learning to Agglomerate Superpixel Hierarchies NIPS 2011