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Clustering

3,638 papers

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Papers

Combinatorial Topic Models using Small-Variance Asymptotics AISTATS 2017
Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds AISTATS 2017
Dynamic Collaborative Filtering With Compound Poisson Factorization AISTATS 2017
Robust and Efficient Computation of Eigenvectors in a Generalized Spectral Method for Constrained Clustering AISTATS 2017
A Stochastic Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization AISTATS 2017
CPSG-MCMC: Clustering-Based Preprocessing method for Stochastic Gradient MCMC AISTATS 2017
Modal-set estimation with an application to clustering AISTATS 2017
Spectral Methods for Correlated Topic Models AISTATS 2017
Convergence Rate of Stochastic k-means AISTATS 2017
Collaborative Clustering: Sample Complexity and Efficient Algorithms ALT 2017
Adaptive Submodularity with Varying Query Sets: An Application to Active Multi-label Learning ALT 2017
Learning-Theoretic Foundations of Algorithm Configuration for Combinatorial Partitioning Problems COLT 2017
Ten Steps of EM Suffice for Mixtures of Two Gaussians COLT 2017
The Hidden Hubs Problem COLT 2017
A phoneme clustering algorithm based on the obligatory contour principle CONLL 2017
Compact Matrix Factorization With Dependent Subspaces CVPR 2017
Exclusivity-Consistency Regularized Multi-View Subspace Clustering CVPR 2017
Outlier-Robust Tensor PCA CVPR 2017
HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos CVPR 2017
Subspace Clustering via Variance Regularized Ridge Regression CVPR 2017
Probabilistic Temporal Subspace Clustering CVPR 2017
Binarized Mode Seeking for Scalable Visual Pattern Discovery CVPR 2017
Latent Multi-View Subspace Clustering CVPR 2017
Unsupervised Semantic Scene Labeling for Streaming Data CVPR 2017
Superpixels and Polygons Using Simple Non-Iterative Clustering CVPR 2017