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Clustering

756 papers

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Papers

Federated Myopic Community Detection with One-shot Communication AISTATS 2022
New Coresets for Projective Clustering and Applications AISTATS 2022
Convergence of online k-means AISTATS 2022
Sketch-and-lift: scalable subsampled semidefinite program for K-means clustering AISTATS 2022
Adaptive Sampling for Heterogeneous Rank Aggregation from Noisy Pairwise Comparisons AISTATS 2022
Differentially Private Densest Subgraph AISTATS 2022
Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022
MICO: Selective Search with Mutual Information Co-training COLING 2022
Evaluating Diversity of Multiword Expressions in Annotated Text COLING 2022
Zero-shot Script Parsing COLING 2022
A Clique-based Graphical Approach to Detect Interpretable Adjectival Senses in Hungarian COLING 2022
RuDSI: Graph-based Word Sense Induction Dataset for Russian COLING 2022
Community Recovery in the Degree-Heterogeneous Stochastic Block Model COLT 2022
Fast and Unsupervised Action Boundary Detection for Action Segmentation CVPR 2022
Clustering Plotted Data by Image Segmentation CVPR 2022
A Sampling-Based Approach for Efficient Clustering in Large Datasets CVPR 2022
Topic Modeling by Clustering Language Model Embeddings: Human Validation on an Industry Dataset EMNLP 2022
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies EMNLP 2022
How to Do Things without Words: Modeling Semantic Drift of Emoji EMNLP 2022
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction EMNLP 2022
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees ICML 2022
Adapting k-means Algorithms for Outliers ICML 2022
Simultaneous Graph Signal Clustering and Graph Learning ICML 2022
A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources ICML 2022
A Tighter Analysis of Spectral Clustering, and Beyond ICML 2022