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Visualizing probabilistic models and data with Intensive Principal Component Analysis

Unsupervised learning makes manifest the underlying structure of data without curated training and specific problem definitions. However, the inference of relationships between data points is frustrated by the “curse of dimensionality” in high dimensions. Inspired by replica theory from statistical...

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Bibliografiset tiedot
Julkaisussa:Proc Natl Acad Sci U S A
Päätekijät: Quinn, Katherine N., Clement, Colin B., De Bernardis, Francesco, Niemack, Michael D., Sethna, James P.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: National Academy of Sciences 2019
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC6628833/
https://ncbi.nlm.nih.gov/pubmed/31235593
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1817218116
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