Clustering

Seeded Hierarchical Clustering for Expert-Crafted Taxonomies EMNLP 2022 Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds NAACL 2022 Simultaneous Graph Signal Clustering and Graph Learning ICML 2022 Sketch-and-lift: scalable subsampled semidefinite program for K-means clustering AISTATS 2022 Solving Large-Scale Sparse PCA to Certifiable (Near) Optimality JMLR 2022 Topic Modeling by Clustering Language Model Embeddings: Human Validation on an Industry Dataset EMNLP 2022 TUSK: Task-Agnostic Unsupervised Keypoints NeurIPS 2022 Zero-shot Script Parsing COLING 2022 h-DBSCAN: A simple fast DBSCAN algorithm for big data ACML 2021 A Clustering-based framework for Classifying Data Streams IJCAI 2021 An Importance Weighted Feature Selection Stability Measure JMLR 2021 A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs EMNLP 2021 A Scalable Deterministic Global Optimization Algorithm for Clustering Problems ICML 2021 Bipartite Matching for Crowd Counting with Point Supervision IJCAI 2021 Clustering-Induced Adaptive Structure Enhancing Network for Incomplete Multi-View Data IJCAI 2021 Clustering Partial Lexicographic Preference Trees (Student Abstract) AAAI 2021 Collusion Detection and Ground Truth Inference in Crowdsourcing for Labeling Tasks JMLR 2021 Consistent Nonparametric Methods for Network Assisted Covariate Estimation ICML 2021 Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021 Coresets for Clustering with Missing Values NeurIPS 2021 Coresets for Time Series Clustering NeurIPS 2021 Deep Structural Contrastive Subspace Clustering ACML 2021 Differentially Private Clustering via Maximum Coverage AAAI 2021 Differentially Private k-Means via Exponential Mechanism and Max Cover AAAI 2021 Discrete Multiple Kernel k-means IJCAI 2021