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The Spectral Underpinning of word2vec.
Jaffe A, Kluger Y, Lindenbaum O, Patsenker J, Peterfreund E, Steinerberger S. Jaffe A, et al. Among authors: peterfreund e. Front Appl Math Stat. 2020 Dec;6:593406. doi: 10.3389/fams.2020.593406. Epub 2020 Dec 3. Front Appl Math Stat. 2020. PMID: 34504892 Free PMC article.
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. 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.