Simon Rentzmann

AXA Switzerland

Switzerland

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Unsupervised Learning: What is a Sports Car?

Number of pages: 54 Posted: 22 Aug 2019 Last Revised: 14 Oct 2019
Simon Rentzmann and Mario V. Wuthrich
AXA Switzerland and RiskLab, ETH Zurich
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Citation 4

Abstract:

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PCA, biplot, autoencoder, bottleneck neural network (BNN), K-means clustering, K-medoids clustering, PAM algorithm, EM algorithm, clustering with Gaussian mixture models (GMMs), t-SNE, UMAP, SOM, Kohonen maps