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12/07/2022
DeMEtRIS: Counting (near)-Cliques by Crawling
We study the problem of approximately counting cliques and near cliques ...
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06/09/2022
Improved Approximation for Fair Correlation Clustering
Correlation clustering is a ubiquitous paradigm in unsupervised machine ...
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02/23/2021
Maximizing Agreements for Ranking, Clustering and Hierarchical Clustering via MAX-CUT
In this paper, we study a number of well-known combinatorial optimizatio...
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06/18/2020
Fair Hierarchical Clustering
As machine learning has become more prevalent, researchers have begun to...
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02/06/2020
Fair Correlation Clustering
In this paper, we study correlation clustering under fairness constraint...
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12/15/2019
Bisect and Conquer: Hierarchical Clustering via Max-Uncut Bisection
Hierarchical Clustering is an unsupervised data analysis method which ha...
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05/29/2019