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72 results
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Deep generative modeling for single-cell transcriptomics.
Lopez R, Regier J, Cole MB, Jordan MI, Yosef N. Lopez R, et al. Among authors: jordan mi. Nat Methods. 2018 Dec;15(12):1053-1058. doi: 10.1038/s41592-018-0229-2. Epub 2018 Nov 30. Nat Methods. 2018. PMID: 30504886 Free PMC article.
Sampling can be faster than optimization.
Ma YA, Chen Y, Jin C, Flammarion N, Jordan MI. Ma YA, et al. Among authors: jordan mi. Proc Natl Acad Sci U S A. 2019 Oct 15;116(42):20881-20885. doi: 10.1073/pnas.1820003116. Epub 2019 Sep 30. Proc Natl Acad Sci U S A. 2019. PMID: 31570618 Free PMC article.
Saturating Splines and Feature Selection.
Boyd N, Hastie T, Boyd S, Recht B, Jordan MI. Boyd N, et al. Among authors: jordan mi. J Mach Learn Res. 2018 Apr;18:197. J Mach Learn Res. 2018. PMID: 31007630 Free PMC article.
Transferable Representation Learning with Deep Adaptation Networks.
Long M, Cao Y, Cao Z, Wang J, Jordan MI. Long M, et al. Among authors: jordan mi. IEEE Trans Pattern Anal Mach Intell. 2019 Dec;41(12):3071-3085. doi: 10.1109/TPAMI.2018.2868685. Epub 2018 Sep 5. IEEE Trans Pattern Anal Mach Intell. 2019. PMID: 30188813
A variational perspective on accelerated methods in optimization.
Wibisono A, Wilson AC, Jordan MI. Wibisono A, et al. Among authors: jordan mi. Proc Natl Acad Sci U S A. 2016 Nov 22;113(47):E7351-E7358. doi: 10.1073/pnas.1614734113. Epub 2016 Nov 9. Proc Natl Acad Sci U S A. 2016. PMID: 27834219 Free PMC article.
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