Hierarchical Clustering: Objective Functions and Algorithms

7 April 2017

Vincent Cohen-Addad

Varun Kanade

Frederik Mallmann-Trenn

Claire Mathieu

ArXiv (abs)PDF HTML

Papers citing "Hierarchical Clustering: Objective Functions and Algorithms"

29 / 29 papers shown

Title
Learning from the Good Ones: Risk Profiling-Based Defenses Against Evasion Attacks on DNNs Mohammed Elnawawy Gargi Mitra Shahrear Iqbal Karthik Pattabiraman AAML 76 0 0 10 May 2025
ARLO: A Tailorable Approach for Transforming Natural Language Software Requirements into Architecture using LLMs Tooraj Helmi 47 0 0 08 Apr 2025
An Improved Deep Learning Model for Word Embeddings Based Clustering for Large Text Datasets Vijay Kumar Sutrakar Nikhil Mogre 75 0 0 22 Feb 2025
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection Zhipeng Yu Qianqian Xu Yangbangyan Jiang Yingfei Sun Qingming Huang NoLa 130 0 0 19 Jan 2025
Graph Analysis Using a GPU-based Parallel Algorithm: Quantum Clustering Zhe Wang Zhijie He Ding Liu GNN 116 0 0 17 Jan 2025
Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers Lam Nguyen Tung Steven Cho Xiaoning Du Neelofar Neelofar Valerio Terragni Stefano Ruberto Aldeida Aleti 523 2 0 30 Oct 2024
A Scalable k-Medoids Clustering via Whale Optimization Algorithm Huang Chenan N. Tsutsumida 42 1 0 30 Aug 2024
Crash Report Accumulation During Continuous Fuzzing Ilya Yegorov Georgy Savidov 41 1 0 28 May 2024
A Framework for Learning and Reusing Robotic Skills Brendan Hertel Nhu Tran Meriem Elkoudi Reza Azadeh 54 1 0 29 Apr 2024
ClusterFormer: Clustering As A Universal Visual Learner James Liang Yiming Cui Qifan Wang Tong Geng Wenguan Wang Dongfang Liu VLM 85 10 0 22 Sep 2023
Long-form analogies generated by chatGPT lack human-like psycholinguistic properties S. M. Seals V. Shalin 50 12 0 07 Jun 2023
Mixed-type Distance Shrinkage and Selection for Clustering via Kernel Metric Learning Jesse S. Ghashti John R.J. Thompson 12 2 0 02 Jun 2023
Parallel Filtered Graphs for Hierarchical Clustering Shangdi Yu Julian Shun 56 3 0 09 Mar 2023
Non-linear correlation analysis in financial markets using hierarchical clustering J. E. Salgado-Hernández Manan Vyas 11 2 0 12 Jan 2023
A Revenue Function for Comparison-Based Hierarchical Clustering Aishik Mandal Michaël Perrot Debarghya Ghoshdastidar 42 4 0 29 Nov 2022
On-device modeling of user's social context and familiar places from smartphone-embedded sensor data M. Campana Franca Delmastro 19 5 0 18 May 2022
Matrix Completion with Hierarchical Graph Side Information Adel M. Elmahdy Junhyung Ahn Changho Suh S. Mohajer 75 15 0 02 Jan 2022
ParChain: A Framework for Parallel Hierarchical Agglomerative Clustering using Nearest-Neighbor Chain Shangdi Yu Yiqiu Wang Yan Gu Laxman Dhulipala Julian Shun 39 10 0 08 Jun 2021
Private Hierarchical Clustering in Federated Networks Aashish Kolluri Teodora Baluta Prateek Saxena FedML 53 12 0 19 May 2021
Objective-Based Hierarchical Clustering of Deep Embedding Vectors Stanislav A. Naumov G. Yaroslavtsev Dmitrii Avdiukhin 94 23 0 15 Dec 2020
Fair Hierarchical Clustering Sara Ahmadian Alessandro Epasto Marina Knittel Ravi Kumar Mohammad Mahdian Benjamin Moseley Philip Pham Sergei Vassilvtiskii Yuyan Wang FaML 69 47 0 18 Jun 2020
Revisiting Agglomerative Clustering Eric K. Tokuda C. H. Comin L. D. F. Costa 45 67 0 16 May 2020
Analysis of Ward's Method A. Großwendt Heiko Röglin Melanie Schmidt 35 23 0 11 Jul 2019
Supervised Hierarchical Clustering with Exponential Linkage Nishant Yadav Ari Kobren Nicholas Monath Andrew McCallum 37 23 0 19 Jun 2019
Ultrametric Fitting by Gradient Descent Giovanni Chierchia B. Perret 65 23 0 25 May 2019
Private Hierarchical Clustering and Efficient Approximation Xianrui Meng D. Papadopoulos Alina Oprea Nikos Triandopoulos FedML 34 0 0 09 Apr 2019
Reliable Agglomerative Clustering M. Chehreghani 57 4 0 20 Dec 2018
Learning Graph Representations by Dendrograms Thomas Bonald Bertrand Charpentier 15 0 0 13 Jul 2018
Automatic adaptation of MCMC algorithms D. Nguyen P. de Valpine Yves Atchadé Daniel Turek Nick Michaud C. Paciorek BDL 54 3 0 24 Feb 2018