Methods › General › Clustering › Spectral Clustering › Papers, page 3

Spectral Clustering

Papers archive 2025-07-28

archive papers tagged: 517 · with a code link: 136 · where Syntology ran a sample: 20 (17 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (20 of 517 tagged: 17 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 3 of 6: papers 201 to 300 of 517, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey
  3 Jun 2021 · 0 repositories · arXiv:2106.02154
• A Comprehensive Survey on Community Detection with Deep Learning
  26 May 2021 · 0 repositories · arXiv:2105.12584
• Exact Recovery in the General Hypergraph Stochastic Block Model
  11 May 2021 · 0 repositories · arXiv:2105.04770
• Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions
  8 May 2021 · 0 repositories · arXiv:2105.03714
• Divide-and-conquer based Large-Scale Spectral Clustering
  30 Apr 2021 · 1 repository · arXiv:2104.15042
• A class of network models recoverable by spectral clustering
  21 Apr 2021 · 0 repositories · arXiv:2104.10347
• Deep Clustering with Measure Propagation
  18 Apr 2021 · 0 repositories · arXiv:2104.08967
• A fast and Accurate Similarity-constrained Subspace Clustering Framework for Unsupervised Hyperspectral Image Classification
  14 Apr 2021 · 0 repositories · arXiv:2104.06975
• Learning Spatial Context with Graph Neural Network for Multi-Person Pose Grouping
  6 Apr 2021 · 1 repository · arXiv:2104.02385
• K-expectiles clustering
  16 Mar 2021 · 0 repositories · arXiv:2103.09329
• SKILLBERT: “SKILLING” THE BERT TO CLASSIFY SKILLS!
  8 Mar 2021 · 0 repositories
• Network Cluster-Robust Inference
  2 Mar 2021 · 0 repositories · arXiv:2103.01470
• The Mathematics Behind Spectral Clustering And The Equivalence To PCA
  1 Mar 2021 · 0 repositories · arXiv:2103.00733
• Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering
  24 Feb 2021 · 1 repository · arXiv:2102.12293
• EigenGame Unloaded: When playing games is better than optimizing
  8 Feb 2021 · 1 repository · arXiv:2102.04152
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Refining a -nearest neighbor graph for a computationally efficient spectral clustering
  6 Feb 2021 · 1 repository
• Clustering Future Scenarios Based on Predicted Range Maps
  19 Jan 2021 · 0 repositories · arXiv:2101.07408
• A Framework for Deep Constrained Clustering
  7 Jan 2021 · 1 repository · arXiv:2101.02792
• The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases
  6 Jan 2021 · 0 repositories · arXiv:2101.02113
• Graph Learning via Spectral Densification
  1 Jan 2021 · 0 repositories
• Importance and Coherence: Methods for Evaluating Modularity in Neural Networks
  1 Jan 2021 · 0 repositories
• SkillBERT: “Skilling” the BERT to classify skills!
  1 Jan 2021 · 0 repositories
• Subspace Clustering via Robust Self-Supervised Convolutional Neural Network
  1 Jan 2021 · 0 repositories
• Estimating Mixed-Memberships Using the Symmetric Laplacian Inverse Matrix
  17 Dec 2020 · 0 repositories · arXiv:2012.09561
• Spectral clustering via adaptive layer aggregation for multi-layer networks
  7 Dec 2020 · 0 repositories · arXiv:2012.04646
• Doubly Stochastic Subspace Clustering
  30 Nov 2020 · 1 repository · arXiv:2011.14859
• SFTrack++: A Fast Learnable Spectral Segmentation Approach for Space-Time Consistent Tracking
  27 Nov 2020 · 1 repository · arXiv:2011.13843
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Consistency of regularized spectral clustering in degree-corrected mixed membership model
  23 Nov 2020 · 0 repositories · arXiv:2011.12239
• Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement
  23 Nov 2020 · 1 repository · arXiv:2011.11586
• Ensemble Learning for Spectral Clustering
  20 Nov 2020 · 1 repository
• An improved spectral clustering method for community detection under the degree-corrected stochastic blockmodel
  12 Nov 2020 · 0 repositories · arXiv:2011.06374
• Dual regularized Laplacian spectral clustering methods on community detection
  9 Nov 2020 · 0 repositories · arXiv:2011.04392
• Spectral clustering on spherical coordinates under the degree-corrected stochastic blockmodel
  9 Nov 2020 · 1 repository · arXiv:2011.04558
• Multi-view Subspace Clustering Networks with Local and Global Graph Information
  19 Oct 2020 · 1 repository · arXiv:2010.09323
• Refining Similarity Matrices to Cluster Attributed Networks Accurately
  14 Oct 2020 · 1 repository · arXiv:2010.06854
• Wildfire Smoke and Air Quality: How Machine Learning Can Guide Forest Management
  9 Oct 2020 · 0 repositories · arXiv:2010.04651
• Sparse Quantized Spectral Clustering
  3 Oct 2020 · 0 repositories · arXiv:2010.01376
• Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label Propagation
  2 Oct 2020 · 2 repositories · arXiv:2010.01910
• Large-Scale Cargo Distribution
  29 Sep 2020 · 0 repositories · arXiv:2009.14187
• Higher-Order Spectral Clustering for Geometric Graphs
  23 Sep 2020 · 0 repositories · arXiv:2009.11353
• Overlapping community detection in networks via sparse spectral decomposition
  20 Sep 2020 · 1 repository · arXiv:2009.10641
• Probabilistically Sampled and Spectrally Clustered Plant Genotypes using Phenotypic Characteristics
  18 Sep 2020 · 0 repositories · arXiv:2009.09028
• Characterizing Attitudinal Network Graphs through Frustration Cloud
  16 Sep 2020 · 1 repository · arXiv:2009.07776
• Approximate spectral clustering using both reference vectors and topology of the network generated by growing neural gas
  15 Sep 2020 · 1 repository · arXiv:2009.07101
• Multi-way Spectral Clustering of Augmented Multi-view Data through Deep Collective Matrix Tri-factorization
  12 Sep 2020 · 1 repository · arXiv:2009.05805
• Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning
  9 Sep 2020 · 2 repositories · arXiv:2009.04324
• Multi-View Spectral Clustering with High-Order Optimal Neighborhood Laplacian Matrix
  31 Aug 2020 · 0 repositories · arXiv:2008.13539
• Multiway p-spectral graph cuts on Grassmann manifolds
  30 Aug 2020 · 0 repositories · arXiv:2008.13210
• KCoreMotif: An Efficient Graph Clustering Algorithm for Large Networks by Exploiting k-core Decomposition and Motifs
  21 Aug 2020 · 0 repositories · arXiv:2008.10380
• Community models for networks observed through edge nominations
  9 Aug 2020 · 0 repositories · arXiv:2008.03652
• Community detection in sparse latent space models
  4 Aug 2020 · 0 repositories · arXiv:2008.01375
• Tractably Modelling Dependence in Networks Beyond Exchangeability
  28 Jul 2020 · 0 repositories · arXiv:2007.14365
• Scaling Graph Clustering with Distributed Sketches
  24 Jul 2020 · 0 repositories · arXiv:2007.12669
• A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis
  18 Jul 2020 · 0 repositories · arXiv:2007.09524
• SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression
  17 Jul 2020 · 1 repository · arXiv:2007.08954
• A Performance Guarantee for Spectral Clustering
  10 Jul 2020 · 0 repositories · arXiv:2007.05627
• A Deep Joint Sparse Non-negative Matrix Factorization Framework for Identifying the Common and Subject-specific Functional Units of Tongue Motion During Speech
  9 Jul 2020 · 0 repositories · arXiv:2007.04865
• Scalable Spectral Clustering with Nystrom Approximation: Practical and Theoretical Aspects
  25 Jun 2020 · 0 repositories · arXiv:2006.14470
• Affinity Fusion Graph-based Framework for Natural Image Segmentation
  24 Jun 2020 · 2 repositories · arXiv:2006.13542
• Consistency of Anchor-based Spectral Clustering
  24 Jun 2020 · 0 repositories · arXiv:2006.13984
• Deep Low-Rank Subspace Clustering
  18 Jun 2020 · 1 repository
• Robust Grouped Variable Selection Using Distributionally Robust Optimization
  10 Jun 2020 · 0 repositories · arXiv:2006.06094
• CAST: A Correlation-based Adaptive Spectral Clustering Algorithm on Multi-scale Data
  8 Jun 2020 · 1 repository · arXiv:2006.04435
• MC2G: An Efficient Algorithm for Matrix Completion with Social and Item Similarity Graphs
  8 Jun 2020 · 0 repositories · arXiv:2006.04373
• Average Sensitivity of Spectral Clustering
  7 Jun 2020 · 0 repositories · arXiv:2006.04094
• Generalized Spectral Clustering via Gromov-Wasserstein Learning
  7 Jun 2020 · 1 repository · arXiv:2006.04163
• Unsupervised Learning for Subterranean Junction Recognition Based on 2D Point Cloud
  7 Jun 2020 · 0 repositories · arXiv:2006.04225
• Speaker diarization with session-level speaker embedding refinement using graph neural networks
  22 May 2020 · 0 repositories · arXiv:2005.11371
• Deep Learning for Community Detection: Progress, Challenges and Opportunities
  17 May 2020 · 1 repository · arXiv:2005.08225
• Detecting Latent Communities in Network Formation Models
  7 May 2020 · 0 repositories · arXiv:2005.03226
• Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation
  30 Apr 2020 · 0 repositories · arXiv:2004.14705
• Local Graph Clustering with Network Lasso
  25 Apr 2020 · 0 repositories · arXiv:2004.12199
• Randomized spectral co-clustering for large-scale directed networks
  25 Apr 2020 · 0 repositories · arXiv:2004.12164
• An Early Warning Sign of Critical Transition in The Antarctic Ice Sheet -- A Data Driven Tool for Spatiotemporal Tipping Point
  21 Apr 2020 · 0 repositories · arXiv:2004.09724
• Strong Consistency, Graph Laplacians, and the Stochastic Block Model
  21 Apr 2020 · 0 repositories · arXiv:2004.09780
• Hyperspectral Image Clustering with Spatially-Regularized Ultrametrics
  10 Apr 2020 · 1 repository · arXiv:2004.05048
• Robust spectral clustering using LASSO regularization
  8 Apr 2020 · 0 repositories · arXiv:2004.03845
• Motif-Based Spectral Clustering of Weighted Directed Networks
  2 Apr 2020 · 3 repositories · arXiv:2004.01293
• Company classification using machine learning
  31 Mar 2020 · 0 repositories · arXiv:2004.01496
• A unified framework for spectral clustering in sparse graphs
  20 Mar 2020 · 1 repository · arXiv:2003.09198
• Unsupervised machine learning of quantum phase transitions using diffusion maps
  16 Mar 2020 · 0 repositories · arXiv:2003.07399
• Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap
  5 Mar 2020 · 1 repository · arXiv:2003.02405
• Sparse and Smooth: improved guarantees for Spectral Clustering in the Dynamic Stochastic Block Model
  7 Feb 2020 · 0 repositories · arXiv:2002.02892
• Simultaneous prediction and community detection for networks with application to neuroimaging
  5 Feb 2020 · 1 repository · arXiv:2002.01645
• Discovery of Self-Assembling π-Conjugated Peptides by Active Learning-Directed Coarse-Grained Molecular Simulation
  27 Jan 2020 · 1 repository · arXiv:2002.01563
• Randomized Spectral Clustering in Large-Scale Stochastic Block Models
  20 Jan 2020 · 0 repositories · arXiv:2002.00839
• A Group Norm Regularized Factorization Model for Subspace Segmentation
  8 Jan 2020 · 0 repositories · arXiv:2001.02568
• Sparse Subspace Clustering with Entropy-Norm
  1 Jan 2020 · 0 repositories
• Constructing the F-Graph with a Symmetric Constraint for Subspace Clustering
  17 Dec 2019 · 0 repositories · arXiv:1912.07871
• A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models with Outliers
  16 Dec 2019 · 0 repositories · arXiv:1912.07546
• Temporal Wasserstein non-negative matrix factorization for non-rigid motion segmentation and spatiotemporal deconvolution
  7 Dec 2019 · 0 repositories · arXiv:1912.03463
• Improved Analysis of Spectral Algorithm for Clustering
  6 Dec 2019 · 0 repositories · arXiv:1912.02997
• Multi-view Subspace Clustering via Partition Fusion
  3 Dec 2019 · 0 repositories · arXiv:1912.01201
• Optimal Laplacian regularization for sparse spectral community detection
  3 Dec 2019 · 0 repositories · arXiv:1912.01419
• Learning Word Ratings for Empathy and Distress from Document-Level User Responses
  2 Dec 2019 · 0 repositories · arXiv:1912.01079
• Selective Sampling-based Scalable Sparse Subspace Clustering
  1 Dec 2019 · 1 repository
• Spectral Modification of Graphs for Improved Spectral Clustering
  1 Dec 2019 · 1 repository
• Lifelong Spectral Clustering
  27 Nov 2019 · 0 repositories · arXiv:1911.11908
• Network Embedding: An Overview
  26 Nov 2019 · 0 repositories · arXiv:1911.11726
• GRASPEL: Graph Spectral Learning at Scale
  23 Nov 2019 · 0 repositories · arXiv:1911.10373