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Clustering

3615 directly classified papers

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Papers

Approximation Algorithms for $\ell_0$-Low Rank Approximation NIPS 2017
On the Linguistic Relevance of Speech Units Learned by Unsupervised Acoustic Modeling INTERSPEECH 2017
Neural Expectation Maximization NIPS 2017
Compact Matrix Factorization With Dependent Subspaces CVPR 2017
Exclusivity-Consistency Regularized Multi-View Subspace Clustering CVPR 2017
Subspace Clustering via Variance Regularized Ridge Regression CVPR 2017
Latent Multi-View Subspace Clustering CVPR 2017
Learning Latent Variable Models by Pairwise Cluster Comparison: Part II - Algorithm and Evaluation JMLR 2016
Optimal Estimation and Completion of Matrices with Biclustering Structures JMLR 2016
On Lloyd’s Algorithm: New Theoretical Insights for Clustering in Practice AISTATS 2016
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs COLING 2016
Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation COLING 2016
A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing COLING 2016
Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis COLING 2016
Inferring Phonemic Classes from CNN Activation Maps Using Clustering Techniques INTERSPEECH 2016
Consistent Algorithms for Clustering Time Series JMLR 2016
CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data JMLR 2016
Unsupervised Learning of Acoustic Units Using Autoencoders and Kohonen Nets INTERSPEECH 2016
Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Clustering INTERSPEECH 2016
A Characterization of Linkage-Based Hierarchical Clustering JMLR 2016
Online Trans-dimensional von Mises-Fisher Mixture Models for User Profiles JMLR 2016
Scalable Approximate Bayesian Inference for Outlier Detection under Informative Sampling JMLR 2016
Graph Connectivity in Noisy Sparse Subspace Clustering AISTATS 2016
Speaker Linking and Applications Using Non-Parametric Hashing Methods INTERSPEECH 2016
Iterative PLDA Adaptation for Speaker Diarization INTERSPEECH 2016