Clustering

High-Order Co-Clustering via Strictly Orthogonal and Symmetric L1-Norm Nonnegative Matrix Tri-Factorization IJCAI 2018 How to tell when a clustering is (approximately) correct using convex relaxations NeurIPS 2018 Identifying the sentiment styles of YouTube’s vloggers EMNLP 2018 Image Collection Pop-Up: 3D Reconstruction and Clustering of Rigid and Non-Rigid Categories CVPR 2018 Improved spectral community detection in large heterogeneous networks JMLR 2018 Improving Topic Quality by Promoting Named Entities in Topic Modeling ACL 2018 Incorporating Deep Visual Features into Multiobjective based Multi-view Search Results Clustering COLING 2018 Information Bottleneck Based Percussion Instrument Diarization System for Taniavartanam Segments of Carnatic Music Concerts Interspeech 2018 Integrating Hypertension Phenotype and Genotype with Hybrid Non-negative Matrix Factorization MLHC 2018 Intent Discovery Through Unsupervised Semantic Text Clustering Interspeech 2018 Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models EMNLP 2018 Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth AISTATS 2018 Iterative Spectral Method for Alternative Clustering AISTATS 2018 IUCM at SemEval-2018 Task 11: Similar-Topic Texts as a Comprehension Knowledge Source SemEval 2018 Joint Discriminative Embedding Learning, Speech Activity and Overlap Detection for the DIHARD Speaker Diarization Challenge Interspeech 2018 KELP: a Kernel-based Learning Platform JMLR 2018 K-means clustering using random matrix sparsification ICML 2018 Labeled Graph Clustering via Projected Gradient Descent AISTATS 2018 Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport NeurIPS 2018 Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion ICML 2018 Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs NAACL 2018 Learning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization ICLR 2018 Learning Markov Clustering Networks for Scene Text Detection CVPR 2018 Learning Mixtures of Linear Regressions with Nearly Optimal Complexity COLT 2018 Learning Multilingual Topics from Incomparable Corpora COLING 2018