Clustering

Clustering is the task of grouping unlabeled data point into disjoint subsets. Each data point is labeled with a single class. The number of classes is not known a priori. The grouping criteria is typically based on the similarity of data points to each other.

Papers

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Showing 10001–10025 of 10718 papers

Title	Date	Tasks	Status
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks	Oct 2, 2023	ClusteringCommunity Detection	CodeCode Available
The Local Elasticity of Neural Networks	Oct 15, 2019	Clustering	CodeCode Available
GraKeL: A Graph Kernel Library in Python	Jun 6, 2018	ClusteringGeneral Classification	CodeCode Available
A Semidefinite Relaxation Approach for Fair Graph Clustering	Oct 19, 2024	ClusteringFairness	CodeCode Available
The k-means-u* algorithm: non-local jumps and greedy retries improve k-means++ clustering	Jun 27, 2017	Clustering	CodeCode Available
The Kernel Density Integral Transformation	Sep 18, 2023	Clustering	CodeCode Available
The information bottleneck and geometric clustering	Dec 27, 2017	ClusteringModel Selection	CodeCode Available
The Infinite Mixture of Infinite Gaussian Mixtures	Dec 1, 2014	ClusteringDensity Estimation	CodeCode Available
The Impact of Random Models on Clustering Similarity	Jan 23, 2017	ClusteringClustering Ensemble	CodeCode Available
A Self-Training Approach for Short Text Clustering	Aug 1, 2019	ClusteringDeep Clustering	CodeCode Available
GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar Clustering	Jan 21, 2021	ClusteringCPU	CodeCode Available
The Hyperspherical Geometry of Community Detection: Modularity as a Distance	Jul 6, 2021	ClusteringCommunity Detection	CodeCode Available
CNAK : Cluster Number Assisted K-means	Nov 20, 2019	Clustering	CodeCode Available
The Hidden Convexity of Spectral Clustering	Mar 4, 2014	Clustering	CodeCode Available
The Group Loss for Deep Metric Learning	Dec 1, 2019	ClusteringImage Retrieval	CodeCode Available
GPSP: Graph Partition and Space Projection based Approach for Heterogeneous Network Embedding	Mar 7, 2018	ClusteringGeneral Classification	CodeCode Available
The Google Similarity Distance	Dec 21, 2004	Binary ClassificationClustering	CodeCode Available
The Global Anchor Method for Quantifying Linguistic Shifts and Domain Adaptation	Dec 12, 2018	ClusteringDomain Adaptation	CodeCode Available
The GH-EXIN neural network for hierarchical clustering	Jan 1, 2020	ClusteringSelf-Organized Clustering	CodeCode Available
Gossip and Attend: Context-Sensitive Graph Representation Learning	Mar 30, 2020	ClusteringCommunity Detection	CodeCode Available
CMCE at SemEval-2020 Task 1: Clustering on Manifolds of Contextualized Embeddings to Detect Historical Meaning Shifts	Dec 1, 2020	Change DetectionClustering	CodeCode Available
The Fluidity of Concept Representations in Human Brain Signals	Feb 20, 2020	Clustering	CodeCode Available
The Exact Asymptotic Form of Bayesian Generalization Error in Latent Dirichlet Allocation	Aug 4, 2020	Bayesian InferenceClustering	CodeCode Available
The EURECOM Submission to the First DIHARD Challenge	Sep 6, 2018	Clusteringspeaker-diarization	CodeCode Available
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning	Jul 20, 2022	Action RecognitionClustering	CodeCode Available

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