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Clustering

3615 directly classified papers

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Papers

Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees JMLR 2019
Approximation Algorithms for Stochastic Clustering JMLR 2019
Uphill from here: Sentiment patterns in videos from left- and right-wing YouTube news channels NAACL 2019
ClusterNet: Deep Hierarchical Cluster Network With Rigorously Rotation-Invariant Representation for Point Cloud Analysis CVPR 2019
Learning low-dimensional state embeddings and metastable clusters from time series data NIPS 2019
Ultrametric Fitting by Gradient Descent NIPS 2019
Correlation Clustering with Adaptive Similarity Queries NIPS 2019
Global Convergence of Least Squares EM for Demixing Two Log-Concave Densities NIPS 2019
Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection NIPS 2019
Same-Cluster Querying for Overlapping Clusters NIPS 2019
Greedy Orthogonal Pivoting Algorithm for Non-Negative Matrix Factorization ICML 2019
Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel $k$-means Clustering ICML 2019
Nonlinear Stein Variational Gradient Descent for Learning Diversified Mixture Models ICML 2019
Determinantal Point Processes for Coresets JMLR 2019
DBSCAN: Optimal Rates For Density-Based Cluster Estimation JMLR 2019
Communication-Optimal Distributed Dynamic Graph Clustering AAAI 2019
Spectral Feature Transformation for Person Re-Identification ICCV 2019
ClusterSLAM: A SLAM Backend for Simultaneous Rigid Body Clustering and Motion Estimation ICCV 2019
Linkage Based Face Clustering via Graph Convolution Network CVPR 2019
COMIC: Multi-view Clustering Without Parameter Selection ICML 2019
Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors ACL 2019
Automatic Evaluation of Local Topic Quality ACL 2019
Non-smooth Optimization over Stiefel Manifolds with Applications to Dimensionality Reduction and Graph Clustering IJCAI 2019
MiSC: Mixed Strategies Crowdsourcing IJCAI 2019
Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm IJCNLP 2019