Clustering

Non-monotone Submodular Maximization with Nearly Optimal Adaptivity and Query Complexity ICML 2019 Non-smooth Optimization over Stiefel Manifolds with Applications to Dimensionality Reduction and Graph Clustering IJCAI 2019 No, you’re not alone: A better way to find people with similar experiences on Reddit EMNLP 2019 Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video CVPR 2019 Object Discovery in Videos as Foreground Motion Clustering CVPR 2019 One-Pass Incomplete Multi-View Clustering AAAI 2019 On Euclidean k-Means Clustering with alpha-Center Proximity AISTATS 2019 Online Factorization and Partition of Complex Networks by Random Walk UAI 2019 Online Prediction of Switching Graph Labelings with Cluster Specialists NeurIPS 2019 On the Complexity of Approximating Wasserstein Barycenters ICML 2019 On the Interaction Effects Between Prediction and Clustering AISTATS 2019 On the Persistence of Clustering Solutions and True Number of Clusters in a Dataset AAAI 2019 On the Regret Minimization of Nonconvex Online Gradient Ascent for Online PCA COLT 2019 Optimal Exploitation of Clustering and History Information in Multi-armed Bandit IJCAI 2019 Optimal Sampling and Clustering in the Stochastic Block Model NeurIPS 2019 Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection NeurIPS 2019 Orderly Subspace Clustering AAAI 2019 PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space EMNLP 2019 Phaseless PCA: Low-Rank Matrix Recovery from Column-wise Phaseless Measurements ICML 2019 Planting trees in graphs, and finding them back COLT 2019 Power k-Means Clustering ICML 2019 Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm EMNLP 2019 Predicting Human Activities from User-Generated Content ACL 2019 Probabilistic Multilevel Clustering via Composite Transportation Distance AISTATS 2019 Proportionally Fair Clustering ICML 2019