Explainable $k$-Means and $k$-Medians Clustering

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Explainable $k$ -Means and $k$ -Medians Clustering

28 February 2020

Michal Moshkovitz

Cyrus Rashtchian

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Papers citing "Explainable $k$-Means and $k$-Medians Clustering"

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Title
On the price of explainability for some clustering problems E. Laber Lucas Murtinho 90 26 0 05 Jan 2021
Interpretability and Explainability: A Machine Learning Zoo Mini-tour Ricards Marcinkevics Julia E. Vogt XAI 90 121 0 03 Dec 2020
Regularized K-means through hard-thresholding Jakob Raymaekers R. Zamar 17 3 0 02 Oct 2020
Clustering with Tangles: Algorithmic Framework and Theoretical Guarantees Solveig Klepper C. Elbracht Diego Fioravanti Jakob Kneip Luca Rendsburg Maximilian Teegen U. V. Luxburg 53 6 0 25 Jun 2020
ExKMC: Expanding Explainable $k$ -Means Clustering Nave Frost Michal Moshkovitz Cyrus Rashtchian 76 56 0 03 Jun 2020
From Clustering to Cluster Explanations via Neural Networks Jacob R. Kauffmann Malte Esders Lukas Ruff G. Montavon Wojciech Samek K. Müller 79 72 0 18 Jun 2019