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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.
Computational and statistical tradeoffs via convex relaxation.
Chandrasekaran V, Jordan MI. Chandrasekaran V, et al. Among authors: jordan mi. Proc Natl Acad Sci U S A. 2013 Mar 26;110(13):E1181-90. doi: 10.1073/pnas.1302293110. Epub 2013 Mar 11. Proc Natl Acad Sci U S A. 2013. PMID: 23479655 Free PMC article.
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.
Conformal prediction under feedback covariate shift for biomolecular design.
Fannjiang C, Bates S, Angelopoulos AN, Listgarten J, Jordan MI. Fannjiang C, et al. Among authors: jordan mi. Proc Natl Acad Sci U S A. 2022 Oct 25;119(43):e2204569119. doi: 10.1073/pnas.2204569119. Epub 2022 Oct 18. Proc Natl Acad Sci U S A. 2022. PMID: 36256807 Free PMC article.
Subtree power analysis and species selection for comparative genomics.
McAuliffe JD, Jordan MI, Pachter L. McAuliffe JD, et al. Among authors: jordan mi. Proc Natl Acad Sci U S A. 2005 May 31;102(22):7900-5. doi: 10.1073/pnas.0502790102. Epub 2005 May 23. Proc Natl Acad Sci U S A. 2005. PMID: 15911755 Free PMC article.
Evolutionary inference via the Poisson Indel Process.
Bouchard-Côté A, Jordan MI. Bouchard-Côté A, et al. Among authors: jordan mi. Proc Natl Acad Sci U S A. 2013 Jan 22;110(4):1160-6. doi: 10.1073/pnas.1220450110. Epub 2012 Dec 28. Proc Natl Acad Sci U S A. 2013. PMID: 23275296 Free PMC article.
A statistical framework for genomic data fusion.
Lanckriet GR, De Bie T, Cristianini N, Jordan MI, Noble WS. Lanckriet GR, et al. Among authors: jordan mi. Bioinformatics. 2004 Nov 1;20(16):2626-35. doi: 10.1093/bioinformatics/bth294. Epub 2004 May 6. Bioinformatics. 2004. PMID: 15130933
79 results