Hierarchical Clustering with Structural Constraints

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Hierarchical Clustering with Structural Constraints

24 May 2018

Vaggos Chatziafratis

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Papers citing "Hierarchical Clustering with Structural Constraints"

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Title
Tree Learning: Optimal Algorithms and Sample Complexity Dmitrii Avdiukhin G. Yaroslavtsev Danny Vainstein Orr Fischer Sauman Das Faraz Mirza TPM 11 1 0 09 Feb 2023
Expanding the class of global objective functions for dissimilarity-based hierarchical clustering S. Roch 17 0 0 28 Jul 2022
Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost Marina Knittel Max Springer John P. Dickerson Mohammadtaghi Hajiaghayi FedML 54 7 0 27 May 2022
Zeroth and First Order Stochastic Frank-Wolfe Algorithms for Constrained Optimization Zeeshan Akhtar K. Rajawat 77 7 0 14 Jul 2021
A Framework for Deep Constrained Clustering Hongjing Zhang Tianyang Zhan Sugato Basu Ian Davidson 62 31 0 07 Jan 2021
Objective-Based Hierarchical Clustering of Deep Embedding Vectors Stanislav A. Naumov G. Yaroslavtsev Dmitrii Avdiukhin 94 23 0 15 Dec 2020
From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering Ines Chami Albert Gu Vaggos Chatziafratis Christopher Ré 137 98 0 01 Oct 2020
Conditional gradient methods for stochastically constrained convex minimization Maria-Luiza Vladarean Ahmet Alacaoglu Ya-Ping Hsieh Volkan Cevher 49 3 0 07 Jul 2020
Clustering with Fast, Automated and Reproducible assessment applied to longitudinal neural tracking Hanlin Zhu Xue Li Liuyang Sun Fei He Zhengtuo Zhao Lan Luan N. Tran Chong Xie 40 2 0 19 Mar 2020
Supervised Hierarchical Clustering with Exponential Linkage Nishant Yadav Ari Kobren Nicholas Monath Andrew McCallum 35 23 0 19 Jun 2019
Ultrametric Fitting by Gradient Descent Giovanni Chierchia B. Perret 65 23 0 25 May 2019
Deep Discriminative Clustering Analysis Jianlong Chang Yiwen Guo Lingfeng Wang Gaofeng Meng Shiming Xiang Chunhong Pan 78 49 0 05 May 2019
A Framework for Deep Constrained Clustering -- Algorithms and Advances Hongjing Zhang Sugato Basu Ian Davidson 82 47 0 29 Jan 2019
Hierarchical Clustering better than Average-Linkage Moses Charikar Vaggos Chatziafratis Rad Niazadeh 54 63 0 07 Aug 2018
Hierarchical Clustering: Objective Functions and Algorithms Vincent Cohen-Addad Varun Kanade Frederik Mallmann-Trenn Claire Mathieu 73 526 0 07 Apr 2017