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Clustering

3,638 papers

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Papers

Sentence Suggestion of Japanese Functional Expressions for Chinese-speaking Learners ACL 2018
Multilingual Short Text Responses Clustering for Mobile Educational Activities: a Preliminary Exploration ACL 2018
Co-regularized Multi-view Subspace Clustering ACML 2018
RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets ACML 2018
Clustering Induced Kernel Learning ACML 2018
A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA ACML 2018
A Faster Sampling Algorithm for Spherical $k$-means ACML 2018
Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018
Deep Embedded Clustering with Data Augmentation ACML 2018
Iterative Spectral Method for Alternative Clustering AISTATS 2018
Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and k-means AISTATS 2018
Medoids in Almost-Linear Time via Multi-Armed Bandits AISTATS 2018
Temporally-Reweighted Chinese Restaurant Process Mixtures for Clustering, Imputing, and Forecasting Multivariate Time Series AISTATS 2018
One-shot Coresets: The Case of k-Clustering AISTATS 2018
Random Warping Series: A Random Features Method for Time-Series Embedding AISTATS 2018
Factor Analysis on a Graph AISTATS 2018
Crowdclustering with Partition Labels AISTATS 2018
Submodularity on Hypergraphs: From Sets to Sequences AISTATS 2018
Provable Estimation of the Number of Blocks in Block Models AISTATS 2018
Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth AISTATS 2018
Reducing Crowdsourcing to Graphon Estimation, Statistically AISTATS 2018
The Power Mean Laplacian for Multilayer Graph Clustering AISTATS 2018
Labeled Graph Clustering via Projected Gradient Descent AISTATS 2018
Dimensionality Reduced $\ell^{0}$-Sparse Subspace Clustering AISTATS 2018
Clustering Algorithms for the Centralized and Local Models ALT 2018