A Tutorial on Spectral Clustering

1 November 2007

Papers citing "A Tutorial on Spectral Clustering"

38 / 38 papers shown

Title
Autoencoding Random Forests Binh Duc Vu Jan Kapar Marvin N. Wright David S. Watson 55 0 0 27 May 2025
Bi-Level Unsupervised Feature Selection Jingjing Liu Xiansen Ju Xianchao Xiu Wanquan Liu 20 0 0 26 May 2025
Quantifying uncertainty in spectral clusterings: expectations for perturbed and incomplete data Jürgen Dölz Jolanda Weygandt 15 0 0 23 May 2025
Supervised Models Can Generalize Also When Trained on Random Labels Oskar Allerbo Thomas B. Schön OOD SSL 71 0 0 16 May 2025
GSPRec: Temporal-Aware Graph Spectral Filtering for Recommendation Ahmad Bin Rabiah Julian McAuley AI4TS 34 0 0 15 May 2025
No Query, No Access Wenjie Wang Siyuan Liang Yize Zhang Xiaojun Jia Hao Lin Xiaochun Cao AAML 51 0 0 12 May 2025
FedSAUC: A Similarity-Aware Update Control for Communication-Efficient Federated Learning in Edge Computing Ming-Lun Lee Han-Chang Chou Yan-AnnChen FedML 50 6 0 07 Apr 2025
Scalable Geometric Learning with Correlation-Based Functional Brain Networks Kisung You Yelim Lee Hae-Jeong Park 54 0 0 31 Mar 2025
3D variational autoencoder for fingerprinting microstructure volume elements Michael D. White Michael D. Atkinson Adam J. Plowman Pratheek Shanthraj 64 0 0 21 Mar 2025
Hierarchical clustering with maximum density paths and mixture models Martin Ritzert Polina Turishcheva Laura Hansel Paul Wollenhaupt Marissa A. Weis Alexander S. Ecker 62 0 0 19 Mar 2025
Enhanced High-Dimensional Data Visualization through Adaptive Multi-Scale Manifold Embedding Tianhao Ni Bingjie Li Zhigang Yao 357 0 0 18 Mar 2025
A spectral clustering-type algorithm for the consistent estimation of the Hurst distribution in moderately high dimensions P. Abry G. Didier Oliver Orejola H. Wendt 103 0 0 30 Jan 2025
All You Need is Resistance: On the Equivalence of Effective Resistance and Certain Optimal Transport Problems on Graphs Sawyer Robertson Zhengchao Wan Alexander Cloninger OT 87 2 0 28 Jan 2025
Graph Analysis Using a GPU-based Parallel Algorithm: Quantum Clustering Zhe Wang Zhijie He Ding Liu GNN 87 0 0 17 Jan 2025
Towards Robust Nonlinear Subspace Clustering: A Kernel Learning Approach Kunpeng Xu Lifei Chen Shengrui Wang 59 1 0 10 Jan 2025
Disentangling data distribution for Federated Learning Xinyuan Zhao Hanlin Gu Lixin Fan Qiang Yang Yuxing Han OOD FedML 75 0 0 31 Dec 2024
Identifying Sub-networks in Neural Networks via Functionally Similar Representations Tian Gao Amit Dhurandhar Karthikeyan N. Ramamurthy Dennis L. Wei 64 0 0 21 Oct 2024
Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering Mitchell Black Lucy Lin A. Nayyeri Weng-Keen Wong 116 0 0 04 Jun 2024
A Survey on Design-space Dimensionality Reduction Methods for Shape Optimization A. Serani Matteo Diez AI4CE 59 2 0 22 May 2024
Manifold learning in Wasserstein space Keaton Hamm Caroline Moosmüller Bernhard Schmitzer Matthew Thorpe 64 5 0 14 Nov 2023
Nonlinear Meta-Learning Can Guarantee Faster Rates Dimitri Meunier Zhu Li Arthur Gretton Samory Kpotufe 58 6 0 20 Jul 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 99 80 0 13 Apr 2023
Graph Learning Across Data Silos Xiang Zhang Qiao Wang 99 1 0 17 Jan 2023
Implicit vs Unfolded Graph Neural Networks Yongyi Yang Tang Liu Yangkun Wang Zengfeng Huang David Wipf 125 15 0 12 Nov 2021
Shift of Pairwise Similarities for Data Clustering Morteza Haghir Chehreghani 51 4 0 25 Oct 2021
Exposing Deep-faked Videos by Anomalous Co-motion Pattern Detection Gengxing Wang Jiahuan Zhou Ying Nian Wu AAML 50 22 0 11 Aug 2020
Distributed Multi-agent Video Fast-forwarding Shuyue Lan Zhilu Wang Amit K. Roy-Chowdhury Ermin Wei Qi Zhu 38 7 0 10 Aug 2020
Adaptive Universal Generalized PageRank Graph Neural Network Eli Chien Jianhao Peng Pan Li O. Milenkovic 168 725 0 14 Jun 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 279 929 0 02 Mar 2020
Hierarchical Correlation Clustering and Tree Preserving Embedding M. Chehreghani Mostafa Haghir Chehreghani 39 6 0 18 Feb 2020
Kernel Methods for Bayesian Elliptic Inverse Problems on Manifolds J. Harlim D. Sanz-Alonso Ruiyi Yang 32 19 0 23 Oct 2019
Orthogonal Nonnegative Tucker Decomposition Junjun Pan Michael K. Ng Ye Liu Xiongjun Zhang Hong Yan 14 20 0 21 Oct 2019
On Spectral Analysis of Directed Signed Graphs Yuemeng Li Xintao Wu Aidong Lu 51 10 0 23 Dec 2016
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering Bo Yang Xiao Fu N. Sidiropoulos Mingyi Hong DRL 33 868 0 15 Oct 2016
Constraint-Based Clustering Selection Toon van Craenendonck Hendrik Blockeel 52 31 0 23 Sep 2016
Estimating perimeter using graph cuts Nicolas García Trillos Dejan Slepvcev J. V. Brecht 30 11 0 12 Feb 2016
Graph-based Predictable Feature Analysis Björn Weghenkel Asja Fischer Laurenz Wiskott AI4TS 28 13 0 01 Feb 2016
A Spectral Series Approach to High-Dimensional Nonparametric Regression Ann B. Lee Rafael Izbicki BDL AI4TS 186 37 0 01 Feb 2016