Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm

4 October 2018

Papers citing "Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm"

25 / 25 papers shown

Title
Tree-Guided $L_1$ -Convex Clustering Bingyuan Zhang Yoshikazu Terada 77 0 0 31 Mar 2025
Low Rank Convex Clustering For Matrix-Valued Observations Meixia Lin Yangjing Zhang 80 0 0 23 Dec 2024
Adaptive Self-supervised Robust Clustering for Unstructured Data with Unknown Cluster Number Chen-Lu Ding Jiancan Wu Wei Lin Shiyang Shen Xiang Wang Yancheng Yuan 116 0 0 29 Jul 2024
Clusterpath Gaussian Graphical Modeling Daniel J. W. Touw A. Alfons Patrick J. F. Groenen I. Wilms 134 0 0 30 Jun 2024
$Selective inference after convex clustering with $\ell_1$ penalization$ Selective inference after convex clustering with $\ell_1$ penalization François Bachoc Cathy Maugis-Rabusseau P. Neuvial 61 3 0 04 Sep 2023
Multi-Task Learning Regression via Convex Clustering Akira Okazaki Shuichi Kawano 56 3 0 26 Apr 2023
Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees Ziwen Wang Yancheng Yuan Jiaming Ma T. Zeng Defeng Sun 53 3 0 29 Mar 2023
Fast inference of latent space dynamics in huge relational event networks I. Artico Ernst C. Wit BDL 101 1 0 29 Mar 2023
Multi-Prototypes Convex Merging Based K-Means Clustering Algorithm Dong-Yuan Li Shuisheng Zhou T. Zeng Raymond H. F. Chan 50 7 0 14 Feb 2023
Re-embedding data to strengthen recovery guarantees of clustering Tao Jiang Samuel Tan S. Vavasis FedML 51 0 0 26 Jan 2023
Simple and Scalable Algorithms for Cluster-Aware Precision Medicine Amanda M. Buch C. Liston L. Grosenick 63 0 0 29 Nov 2022
Convex Clustering through MM: An Efficient Algorithm to Perform Hierarchical Clustering Daniel J. W. Touw P. Groenen Y. Terada 61 3 0 03 Nov 2022
A One-shot Framework for Distributed Clustered Learning in Heterogeneous Environments Aleksandar Armacki Dragana Bajović D. Jakovetić S. Kar FedML 69 5 0 22 Sep 2022
Fitting Sparse Markov Models to Categorical Time Series Using Convex Clustering T. Majumder S. Lahiri D. Martin 49 0 0 11 Feb 2022
Personalized Federated Learning via Convex Clustering Aleksandar Armacki Dragana Bajović D. Jakovetić S. Kar FedML 104 16 0 01 Feb 2022
Local versions of sum-of-norms clustering Alexander Dunlap J. Mourrat 51 4 0 20 Sep 2021
Non-smooth Bayesian Optimization in Tuning Problems Hengrui Luo J. Demmel Younghyun Cho Xin Li Yang Liu 70 13 0 15 Sep 2021
Clustered Federated Learning via Generalized Total Variation Minimization Yasmin SarcheshmehPour Yu Tian Linli Zhang A. Jung FedML 23 8 0 26 May 2021
On Convex Clustering Solutions Canh Hao Nguyen Hiroshi Mamitsuka 43 6 0 18 May 2021
Sum-of-norms clustering does not separate nearby balls Alexander Dunlap J. Mourrat 49 3 0 28 Apr 2021
Simultaneous Grouping and Denoising via Sparse Convex Wavelet Clustering Michael Weylandt T. Roddenberry Genevera I. Allen 71 4 0 08 Dec 2020
Data Transformation Insights in Self-supervision with Clustering Tasks Abhimanu Kumar A. Deshmukh Ürün Dogan Denis Xavier Charles Eren Manavoglu 34 2 0 18 Feb 2020
Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data Minjie Wang Genevera I. Allen 60 31 0 11 Dec 2019
On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms Nhat Ho Tianyi Lin Michael I. Jordan 126 2 0 16 Apr 2019
Recovery of a mixture of Gaussians by sum-of-norms clustering Tao Jiang S. Vavasis C. Zhai 46 18 0 19 Feb 2019