Chromatic correlation clustering via cluster LP
October 15, 2025 Β· Declared Dead Β· π arXiv.org
"No code URL or promise found in abstract"
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Authors
Fateme Abbasi, Hyung-Chan An, JarosΕaw Byrka, Changyeol Lee, Yongho Shin
arXiv ID
2510.13446
Category
cs.DS: Data Structures & Algorithms
Citations
0
Venue
arXiv.org
Last Checked
4 months ago
Abstract
Correlation Clustering is a fundamental clustering problem, and there has been a line of work on improving the approximation ratio for this problem in recent years. A key algorithmic component in these works is the cluster LP. Chromatic Correlation Clustering is an interesting generalization that has also been intensively studied. In light of success of the cluster LP in Correlation Clustering, it would be an interesting question whether the cluster LP can be used in Chromatic Correlation Clustering. We answer this question with affirmatives by presenting a $(2+\varepsilon)$-approximation algorithm for Chromatic Correlation Clustering using a chromatic cluster LP.
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