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Clustering

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Papers

Fair k-center Clustering with Outliers AISTATS 2024
Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates AISTATS 2024
Clustering Items From Adaptively Collected Inconsistent Feedback AISTATS 2024
Federated Linear Contextual Bandits with Heterogeneous Clients AISTATS 2024
Scalable Algorithms for Individual Preference Stable Clustering AISTATS 2024
Fair Soft Clustering AISTATS 2024
Learning Populations of Preferences via Pairwise Comparison Queries AISTATS 2024
Robust Data Clustering with Outliers via Transformed Tensor Low-Rank Representation AISTATS 2024
Bures-Wasserstein Means of Graphs AISTATS 2024
A 4-Approximation Algorithm for Min Max Correlation Clustering AISTATS 2024
Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method AISTATS 2024
A Scalable Algorithm for Individually Fair k-Means Clustering AISTATS 2024
Unsupervised Change Point Detection in Multivariate Time Series AISTATS 2024
Think Global, Adapt Local: Learning Locally Adaptive K-Nearest Neighbor Kernel Density Estimators AISTATS 2024
A Closer Look at Clustering Bilingual Comparable Corpora COLING 2024
Automated Extraction of Prosodic Structure from Unannotated Sign Language Video COLING 2024
CAGK: Collaborative Aspect Graph Enhanced Knowledge-based Recommendation COLING 2024
Continuous Relational Diffusion Driven Topic Model with Multi-grained Text for Microblog COLING 2024
Disambiguating Homographs and Homophones Simultaneously: A Regrouping Method for Japanese COLING 2024
Enriching Word Usage Graphs with Cluster Definitions COLING 2024
FoTo: Targeted Visual Topic Modeling for Focused Analysis of Short Texts COLING 2024
HS-GC: Holistic Semantic Embedding and Global Contrast for Effective Text Clustering COLING 2024
Improving Multi-view Document Clustering: Leveraging Multi-structure Processor and Hybrid Ensemble Clustering Module COLING 2024
Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling COLING 2024