Scaling Hierarchical Agglomerative Clustering to Billion-sized Datasets

Scaling Hierarchical Agglomerative Clustering to Billion-sized Datasets

25 May 2021

Anand Rajagopalan

Olivier Bachem

Sanjiv Kumar

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Papers citing "Scaling Hierarchical Agglomerative Clustering to Billion-sized Datasets"

11 / 11 papers shown

Title
Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings Hans W. A. Hanley Zakir Durumeric 22 0 0 30 May 2025
Compressing Search with Language Models Thomas Mulc Jennifer L. Steele 121 2 0 24 Jun 2024
Optimal Parallel Algorithms for Dendrogram Computation and Single-Linkage Clustering Laxman Dhulipala Xiaojun Dong Kishen N. Gowda Yan Gu 81 3 0 29 Apr 2024
TeraHAC: Hierarchical Agglomerative Clustering of Trillion-Edge Graphs Laxman Dhulipala Jason D. Lee Jakub Lkacki Vahab Mirrokni 46 10 0 07 Aug 2023
Hierarchical clustering with dot products recovers hidden tree structure Annie Gray Alexander Modell Patrick Rubin-Delanchy N. Whiteley TPM 50 1 0 24 May 2023
AICCA: AI-driven Cloud Classification Atlas Takuya Kurihana Elisabeth Moyer Ian Foster 99 12 0 29 Sep 2022
Hierarchical Agglomerative Graph Clustering in Poly-Logarithmic Depth Laxman Dhulipala David Eisenstat Jakub Lacki Vahab Mirronki Jessica Shi 59 17 0 23 Jun 2022
Sublinear Algorithms for Hierarchical Clustering Arpit Agarwal S. Khanna Huan Li Prathamesh Patil 75 12 0 15 Jun 2022
Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Yuanhan Zhang Qi Sun Yichun Zhou Zexin He Zhen-fei Yin Kunze Wang Lu Sheng Yu Qiao Jing Shao Ziwei Liu ObjD VLM 108 19 0 15 Mar 2022
Batch Active Learning at Scale Gui Citovsky Giulia DeSalvo Claudio Gentile Lazaros Karydas Anand Rajagopalan Afshin Rostamizadeh Sanjiv Kumar 69 156 0 29 Jul 2021
ParChain: A Framework for Parallel Hierarchical Agglomerative Clustering using Nearest-Neighbor Chain Shangdi Yu Yiqiu Wang Yan Gu Laxman Dhulipala Julian Shun 42 10 0 08 Jun 2021