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Local conformal autoencoder for standardized data coordinates.
Peterfreund E, Lindenbaum O, Dietrich F, Bertalan T, Gavish M, Kevrekidis IG, Coifman RR. Peterfreund E, et al. Among authors: coifman rr. Proc Natl Acad Sci U S A. 2020 Dec 8;117(49):30918-30927. doi: 10.1073/pnas.2014627117. Epub 2020 Nov 23. Proc Natl Acad Sci U S A. 2020. PMID: 33229581 Free PMC article.
Two-sample statistics based on anisotropic kernels.
Cheng X, Cloninger A, Coifman RR. Cheng X, et al. Among authors: coifman rr. Inf inference. 2020 Sep;9(3):677-719. doi: 10.1093/imaiai/iaz018. Epub 2019 Dec 10. Inf inference. 2020. PMID: 32929389 Free PMC article.
Visualizing structure and transitions in high-dimensional biological data.
Moon KR, van Dijk D, Wang Z, Gigante S, Burkhardt DB, Chen WS, Yim K, Elzen AVD, Hirn MJ, Coifman RR, Ivanova NB, Wolf G, Krishnaswamy S. Moon KR, et al. Among authors: coifman rr. Nat Biotechnol. 2019 Dec;37(12):1482-1492. doi: 10.1038/s41587-019-0336-3. Epub 2019 Dec 3. Nat Biotechnol. 2019. PMID: 31796933 Free PMC article.
37 results