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Clustering

3,638 papers

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Papers

The Student-t Mixture as a Natural Image Patch Prior with Application to Image Compression JMLR 2014
Clustering Partially Observed Graphs via Convex Optimization JMLR 2014
A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014
Semi-Supervised Eigenvectors for Large-Scale Locally-Biased Learning JMLR 2014
Robust Hierarchical Clustering JMLR 2014
Multiscale Topological Trajectory Classification with Persistent Homology RSS 2014
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NIPS 2013
Multiclass Total Variation Clustering NIPS 2013
Fast Determinantal Point Process Sampling with Application to Clustering NIPS 2013
Bayesian Hierarchical Community Discovery NIPS 2013
Contrastive Learning Using Spectral Methods NIPS 2013
Solving the multi-way matching problem by permutation synchronization NIPS 2013
Factorized Asymptotic Bayesian Inference for Latent Feature Models NIPS 2013
Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation NIPS 2013
Learning the Local Statistics of Optical Flow NIPS 2013
Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture NIPS 2013
Low-rank matrix reconstruction and clustering via approximate message passing NIPS 2013
Modeling Overlapping Communities with Node Popularities NIPS 2013
Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering NIPS 2013
Distributed $k$-means and $k$-median Clustering on General Topologies NIPS 2013
Similarity Component Analysis NIPS 2013
Documents as multiple overlapping windows into grids of counts NIPS 2013
Latent Maximum Margin Clustering NIPS 2013
Learning Multiple Models via Regularized Weighting NIPS 2013
Small-Variance Asymptotics for Hidden Markov Models NIPS 2013