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Data-Driven Tree Transforms and Metrics.
Mishne G, Talmon R, Cohen I, Coifman RR, Kluger Y. Mishne G, et al. Among authors: kluger y. IEEE Trans Signal Inf Process Netw. 2018 Sep;4(3):451-466. doi: 10.1109/TSIPN.2017.2743561. Epub 2017 Aug 23. IEEE Trans Signal Inf Process Netw. 2018. PMID: 30116772 Free PMC article.
Spectral neighbor joining for reconstruction of latent tree Models.
Jaffe A, Amsel N, Aizenbud Y, Nadler B, Chang JT, Kluger Y. Jaffe A, et al. Among authors: kluger y. SIAM J Math Data Sci. 2021;3(1):113-141. doi: 10.1137/20m1365715. Epub 2021 Feb 1. SIAM J Math Data Sci. 2021. PMID: 34124606 Free PMC article.
Gene trajectory inference for single-cell data by optimal transport metrics.
Qu R, Cheng X, Sefik E, Stanley Iii JS, Landa B, Strino F, Platt S, Garritano J, Odell ID, Coifman R, Flavell RA, Myung P, Kluger Y. Qu R, et al. Among authors: kluger y. Nat Biotechnol. 2024 Apr 5. doi: 10.1038/s41587-024-02186-3. Online ahead of print. Nat Biotechnol. 2024. PMID: 38580861
The Spectral Underpinning of word2vec.
Jaffe A, Kluger Y, Lindenbaum O, Patsenker J, Peterfreund E, Steinerberger S. Jaffe A, et al. Among authors: kluger y. 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.
Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations.
Kobak D, Linderman G, Steinerberger S, Kluger Y, Berens P. Kobak D, et al. Among authors: kluger y. Mach Learn Knowl Discov Databases. 2020;11906:124-139. doi: 10.1007/978-3-030-46150-8_8. Epub 2020 Apr 30. Mach Learn Knowl Discov Databases. 2020. PMID: 33103160 Free PMC article.
532 results