Efficient Active Algorithms for Hierarchical Clustering

18 June 2012

A. Krishnamurthy

Sivaraman Balakrishnan

Min Xu

Aarti Singh

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Papers citing "Efficient Active Algorithms for Hierarchical Clustering"

27 / 27 papers shown

Title
From Large to Small Datasets: Size Generalization for Clustering Algorithm Selection Vaggos Chatziafratis Ishani Karmarkar Ellen Vitercik 32 1 0 22 Feb 2024
Information-Theoretic Active Correlation Clustering Linus Aronsson M. Chehreghani 73 0 0 05 Feb 2024
Machine Reading Comprehension using Case-based Reasoning Dung Ngoc Thai Dhruv Agarwal Mudit Chaudhary Wenlong Zhao Rajarshi Das Manzil Zaheer J. Lee Hannaneh Hajishirzi Andrew McCallum 79 1 0 24 May 2023
Hyperbolic Geometry in Computer Vision: A Survey Pengfei Fang Mehrtash Harandi Trung Le Dinh Q. Phung 64 4 0 21 Apr 2023
Correlation Clustering with Active Learning of Pairwise Similarities Linus Aronsson M. Chehreghani 89 4 0 20 Feb 2023
Hierarchical clustering by aggregating representatives in sub-minimum-spanning-trees Wenbo Xie Ziqiang Liu Jaideep Srivastava 18 3 0 11 Nov 2021
Active clustering for labeling training data Quentin Lutz Élie de Panafieu Alex Scott M. Stein 23 5 0 27 Oct 2021
Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries Marco Bressan Nicolò Cesa-Bianchi Silvio Lattanzi Andrea Paudice FedML 58 17 0 31 Jan 2021
Scalable Hierarchical Agglomerative Clustering Nicholas Monath Kumar Avinava Dubey Guru Guruganesh Manzil Zaheer Amr Ahmed ... Marc Najork Mert Terzihan Bryon Tjanaka Yuan Wang Yuchen Wu 81 41 0 22 Oct 2020
The Impact of Isolation Kernel on Agglomerative Hierarchical Clustering Algorithms Xin Han Ye Zhu Kai Ming Ting Gang Li 47 16 0 12 Oct 2020
Learning Binary Decision Trees by Argmin Differentiation Valentina Zantedeschi Matt J. Kusner Vlad Niculae 55 13 0 09 Oct 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 45 2 0 19 Mar 2020
Scalable Hierarchical Clustering with Tree Grafting Nicholas Monath Ari Kobren A. Krishnamurthy Michael R. Glass Andrew McCallum 66 37 0 31 Dec 2019
Hierarchical Clustering: Objective Functions and Algorithms Vincent Cohen-Addad Varun Kanade Frederik Mallmann-Trenn Claire Mathieu 78 526 0 07 Apr 2017
An Online Hierarchical Algorithm for Extreme Clustering Ari Kobren Nicholas Monath A. Krishnamurthy Andrew McCallum 39 13 0 06 Apr 2017
A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy Nurjahan Begum Liudmila Ulanova Hoang Anh Dau Jun Wang Eamonn Keogh AI4TS 59 7 0 02 Dec 2016
Discovery of Latent Factors in High-dimensional Data Using Tensor Methods Furong Huang 61 6 0 10 Jun 2016
Clustering Financial Time Series: How Long is Enough? Gautier Marti Sébastien Andler Frank Nielsen Philippe Donnat AI4TS AIFin 40 26 0 13 Mar 2016
Interactive Bayesian Hierarchical Clustering Sharad Vikram S. Dasgupta 68 47 0 10 Feb 2016
Active Learning Algorithms for Graphical Model Selection Gautam Dasarathy Aarti Singh Maria-Florina Balcan Jonghyuk Park 163 25 0 01 Feb 2016
Active Distance-Based Clustering using K-medoids Mehrdad Ghadiri Amin Aghaee M. Baghshah 64 12 0 12 Dec 2015
Minimax Structured Normal Means Inference A. Krishnamurthy TPM 19 5 0 25 Jun 2015
On the Power of Adaptivity in Matrix Completion and Approximation A. Krishnamurthy Aarti Singh 83 34 0 14 Jul 2014
Guaranteed Scalable Learning of Latent Tree Models Furong Huang U. Niranjan Ioakeim Perros Robert Chen Jimeng Sun Anima Anandkumar 137 7 0 18 Jun 2014
Local algorithms for interactive clustering Pranjal Awasthi Maria-Florina Balcan Konstantin Voevodski 114 97 0 24 Dec 2013
Breaking the Small Cluster Barrier of Graph Clustering Nir Ailon Yudong Chen Huan Xu 185 38 0 19 Feb 2013
Clustering Partially Observed Graphs via Convex Optimization Yudong Chen A. Jalali Sujay Sanghavi Huan Xu 187 179 0 25 Apr 2011