Balancing the Tradeoff Between Clustering Value and Interpretability

17 December 2019

Papers citing "Balancing the Tradeoff Between Clustering Value and Interpretability"

8 / 8 papers shown

Title
Disjunctive and Conjunctive Normal Form Explanations of Clusters Using Auxiliary Information Robert F. Downey S. S. Ravi 23 0 0 29 Apr 2025
Interpretable Clustering: A Survey Lianyu Hu Mudi Jiang Junjie Dong Xinying Liu Zengyou He 26 1 0 01 Sep 2024
Discord Questions: A Computational Approach To Diversity Analysis in News Coverage Philippe Laban Chien-Sheng Wu Lidiya Murakhovs'ka Xiang Ánthony' Chen Caiming Xiong 24 12 0 09 Nov 2022
Shallow decision trees for explainable $k$ -means clustering E. Laber Lucas Murtinho F. Oliveira 18 24 0 29 Dec 2021
Explainable k-means. Don't be greedy, plant bigger trees! K. Makarychev Liren Shan 16 22 0 04 Nov 2021
Near-optimal Algorithms for Explainable k-Medians and k-Means K. Makarychev Liren Shan 20 25 0 02 Jul 2021
Near-Optimal Explainable $k$ -Means for All Dimensions Moses Charikar Lunjia Hu 17 18 0 29 Jun 2021
On the price of explainability for some clustering problems E. Laber Lucas Murtinho 27 26 0 05 Jan 2021