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Clustering

3615 directly classified papers

Papers per year

Papers

CRAFT: ClusteR-specific Assorted Feature selecTion AISTATS 2016
Simple and Scalable Constrained Clustering: a Generalized Spectral Method AISTATS 2016
Scalable Exemplar Clustering and Facility Location via Augmented Block Coordinate Descent with Column Generation AISTATS 2016
Parallel Markov Chain Monte Carlo via Spectral Clustering AISTATS 2016
Multiple Model Fitting as a Set Coverage Problem CVPR 2016
Clustering Signed Networks with the Geometric Mean of Laplacians NIPS 2016
Learning Document Representations Using Subspace Multinomial Model INTERSPEECH 2016
Instance-Level Video Segmentation From Object Tracks CVPR 2016
ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering CVPR 2016
Communication-Optimal Distributed Clustering NIPS 2016
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NIPS 2016
Density Estimation via Discrepancy Based Adaptive Sequential Partition NIPS 2016
Adaptive Group Sparsity for Non-Negative Matrix Factorization with Application to Unsupervised Source Separation INTERSPEECH 2016
Blind Speech Separation with GCC-NMF INTERSPEECH 2016
Simultaneous Clustering and Model Selection for Tensor Affinities CVPR 2016
Improving i-Vector and PLDA Based Speaker Clustering with Long-Term Features INTERSPEECH 2016
Incremental Object Discovery in Time-Varying Image Collections CVPR 2016
Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos CVPR 2016
Manifold SLIC: A Fast Method to Compute Content-Sensitive Superpixels CVPR 2016
Hierarchical Clustering via Spreading Metrics NIPS 2016
Learning Structured Low-Rank Representation via Matrix Factorization AISTATS 2016
Model-based Co-clustering for High Dimensional Sparse Data AISTATS 2016
Fast k-means with accurate bounds ICML 2016
Closed-Form Training of Mahalanobis Distance for Supervised Clustering CVPR 2016
Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds CVPR 2016