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Signature and Log-signature for the Study of Empirical Distributions Generated with GANs.

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CIMDA Presentation. Signature for the study of empirical distributions gans. De Curtò & De Zarzà.pdf
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How_to_compute_PCA2_K_means_clustering.ipynb
How_to_compute_PCA2_K_means_clustering.ipynb
 
 
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How_to_compute_statistical_measures.ipynb
 
 
How_to_generate_synthetic_samples_to_test_the_statistical_measures.ipynb
How_to_generate_synthetic_samples_to_test_the_statistical_measures.ipynb
 
 
README.md
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Signature and Log-signature for the Study of Empirical Distributions Generated with GANs

J. de Curtò, I. de Zarzà, Hong Yan, Carlos T. Calafate (2022). Signature and Log-signature for the Study of Empirical Distributions Generated with GANs [Under review]. https://doi.org/10.36227/techrxiv.19930712

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Signature and Log-signature for the Study of Empirical Distributions Generated with GANs.

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statistics metrics clustering generative-adversarial-network gan pca t-sne signature-transform visual-similarity

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