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Clustering

3,638 papers

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Papers

Subspace Structure-Aware Spectral Clustering for Robust Subspace Clustering ICCV 2019
Is an Affine Constraint Needed for Affine Subspace Clustering? ICCV 2019
End-to-End Learning for Graph Decomposition ICCV 2019
Infinite Mixture Prototypes for Few-shot Learning ICML 2019
Scalable Fair Clustering ICML 2019
Coresets for Ordered Weighted Clustering ICML 2019
Proportionally Fair Clustering ICML 2019
New results on information theoretic clustering ICML 2019
Boosted Density Estimation Remastered ICML 2019
Provably efficient RL with Rich Observations via Latent State Decoding ICML 2019
Non-monotone Submodular Maximization with Nearly Optimal Adaptivity and Query Complexity ICML 2019
Improved Parallel Algorithms for Density-Based Network Clustering ICML 2019
Recursive Sketches for Modular Deep Learning ICML 2019
An Instability in Variational Inference for Topic Models ICML 2019
A Tree-Based Method for Fast Repeated Sampling of Determinantal Point Processes ICML 2019
Humor in Word Embeddings: Cockamamie Gobbledegook for Nincompoops ICML 2019
Detecting Overlapping and Correlated Communities without Pure Nodes: Identifiability and Algorithm ICML 2019
DBSCAN++: Towards fast and scalable density clustering ICML 2019
Fair k-Center Clustering for Data Summarization ICML 2019
Guarantees for Spectral Clustering with Fairness Constraints ICML 2019
On the Complexity of Approximating Wasserstein Barycenters ICML 2019
A Better k-means++ Algorithm via Local Search ICML 2019
Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms ICML 2019
The Wasserstein Transform ICML 2019
Spectral Clustering of Signed Graphs via Matrix Power Means ICML 2019