Clustering

Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle NeurIPS 2023 Replicable Clustering NeurIPS 2023 Sample-Level Multi-View Graph Clustering CVPR 2023 Self Weighted Multiplex Modularity Maximization for Multiview Clustering ACML 2023 Semantic Similarity Covariance Matrix Shrinkage EMNLP 2023 SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities NeurIPS 2023 The BGU-MeLeL System for the SIGMORPHON 2023 Shared Task on Morphological Inflection ACL 2023 The Catalog Problem: Clustering and Ordering Variable-Sized Sets ICML 2023 Topological Point Cloud Clustering ICML 2023 Toward Convex Manifolds: A Geometric Perspective for Deep Graph Clustering of Single-cell RNA-seq Data IJCAI 2023 UEQMS: UMAP Embedded Quick Mean Shift Algorithm for High Dimensional Clustering AAAI 2023 Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns IJCAI 2023 Uniqueness of BP fixed point for the Potts model and applications to community detection COLT 2023 Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries EMNLP 2023 Weak Recovery Threshold for the Hypergraph Stochastic Block Model COLT 2023 When it Rains, it Pours: Modeling Media Storms and the News Ecosystem EMNLP 2023 A Clique-based Graphical Approach to Detect Interpretable Adjectival Senses in Hungarian COLING 2022 Adapting k-means Algorithms for Outliers ICML 2022 Adaptive Sampling for Heterogeneous Rank Aggregation from Noisy Pairwise Comparisons AISTATS 2022 Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences NeurIPS 2022 ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network JMLR 2022 An Empirical Study on Topic Preservation in Multi-Document Summarization AACL 2022 An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees ICML 2022 Answer Consolidation: Formulation and Benchmarking NAACL 2022 A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources ICML 2022