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Clustering

3615 directly classified papers

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Papers

Divide-and-Conquer Learning by Anchoring a Conical Hull NIPS 2014
Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model NIPS 2014
Discrete Graph Hashing NIPS 2014
Transitive Distance Clustering with K-Means Duality CVPR 2014
Spectral Clustering with Jensen-type Kernels and their Multi-point Extensions CVPR 2014
Finding Dense Subgraphs via Low-Rank Bilinear Optimization ICML 2014
Large-Margin Metric Learning for Constrained Partitioning Problems ICML 2014
Multiscale Topological Trajectory Classification with Persistent Homology RSS 2014
Learning without Human Scores for Blind Image Quality Assessment CVPR 2013
A Bayesian Approach to Multimodal Visual Dictionary Learning CVPR 2013
Constraints as Features CVPR 2013
Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment ICML 2013
A Scalable Unsupervised Feature Merging Approach to Efficient Dimensionality Reduction of High-Dimensional Visual Data ICCV 2013
Consensus of k-NNs for Robust Neighborhood Selection on Graph-Based Manifolds CVPR 2013
K-Means Hashing: An Affinity-Preserving Quantization Method for Learning Binary Compact Codes CVPR 2013
Space-Time Tradeoffs in Photo Sequencing ICCV 2013
Latent Space Sparse Subspace Clustering ICCV 2013
Copy or Coincidence? A Model for Detecting Social Influence and Duplication Events ICML 2013
Capturing Layers in Image Collections with Componential Models: From the Layered Epitome to the Componential Counting Grid CVPR 2013
Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences CVPR 2013
Voxel Cloud Connectivity Segmentation - Supervoxels for Point Clouds CVPR 2013
Efficient Higher-Order Clustering on the Grassmann Manifold ICCV 2013
A Latent Source Model for Nonparametric Time Series Classification NIPS 2013
Manifold Preserving Hierarchical Topic Models for Quantization and Approximation ICML 2013
Topic Discovery through Data Dependent and Random Projections ICML 2013