Clustering

Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers ICML 2018 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 HyperTools: a Python Toolbox for Gaining Geometric Insights into High-Dimensional Data JMLR 2018 Information-theoretic Limits for Community Detection in Network Models NeurIPS 2018 K-means clustering using random matrix sparsification ICML 2018 Local Density Estimation in High Dimensions ICML 2018 Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering ICML 2018 Motion Segmentation by Exploiting Complementary Geometric Models CVPR 2018 Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach ACML 2018 Multilingual Clustering of Streaming News EMNLP 2018 Multiwinner Voting with Restricted Admissible Sets: Complexity and Strategyproofness IJCAI 2018 MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018 Nested CRP with Hawkes-Gaussian Processes AISTATS 2018 OpenEnsembles: A Python Resource for Ensemble Clustering JMLR 2018 Overlapping Clustering Models, and One (class) SVM to Bind Them All NeurIPS 2018 Picking Apart Story Salads EMNLP 2018 Probabilistic preference learning with the Mallows rank model JMLR 2018 Reducing Controversy by Connecting Opposing Views IJCAI 2018 Robust Auto-Weighted Multi-View Clustering IJCAI 2018 Robust Speaker Clustering using Mixtures of von Mises-Fisher Distributions for Naturalistic Audio Streams Interspeech 2018 Scalable Laplacian K-modes NeurIPS 2018 Significance-based community detection in weighted networks JMLR 2018 Statistical Analysis and Parameter Selection for Mapper JMLR 2018 Understanding Regularized Spectral Clustering via Graph Conductance NeurIPS 2018