Clustering

Covariance-based Clustering in Multivariate and Functional Data Analysis JMLR 2016 CRAFT: ClusteR-specific Assorted Feature selecTion AISTATS 2016 CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data JMLR 2016 Crowdsourced Clustering: Querying Edges vs Triangles NeurIPS 2016 Deep Decision Network for Multi-Class Image Classification CVPR 2016 Density Estimation via Discrepancy Based Adaptive Sequential Partition NeurIPS 2016 Density Evolution in the Degree-correlated Stochastic Block Model COLT 2016 Direct Expressive Voice Training Based on Semantic Selection Interspeech 2016 Dirichlet Process Mixture Model for Correcting Technical Variation in Single-Cell Gene Expression Data ICML 2016 Discriminatively Embedded K-Means for Multi-View Clustering CVPR 2016 Distance Metric Learning for Aspect Phrase Grouping COLING 2016 Distributed Clustering of Linear Bandits in Peer to Peer Networks ICML 2016 Distributional Hypernym Generation by Jointly Learning Clusters and Projections COLING 2016 DNN-Based Speaker Clustering for Speaker Diarisation Interspeech 2016 ERRATA: On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm JMLR 2016 Estimating the Size of a Large Network and its Communities from a Random Sample NeurIPS 2016 Exploiting the Structure: Stochastic Gradient Methods Using Raw Clusters NeurIPS 2016 Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NeurIPS 2016 Exploring the value space of attributes: Unsupervised bidirectional clustering of adjectives in German COLING 2016 Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation COLING 2016 Fast and accurate spike sorting of high-channel count probes with KiloSort NeurIPS 2016 Fast and Provably Good Seedings for k-Means NeurIPS 2016 Fast Constrained Submodular Maximization: Personalized Data Summarization ICML 2016 Fast k-means with accurate bounds ICML 2016 Fast learning rates with heavy-tailed losses NeurIPS 2016