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Simultaneous dimension reduction and adjustment for confounding variation.
Lin Z, Yang C, Zhu Y, Duchi J, Fu Y, Wang Y, Jiang B, Zamanighomi M, Xu X, Li M, Sestan N, Zhao H, Wong WH. Lin Z, et al. Among authors: duchi j. Proc Natl Acad Sci U S A. 2016 Dec 20;113(51):14662-14667. doi: 10.1073/pnas.1617317113. Epub 2016 Dec 7. Proc Natl Acad Sci U S A. 2016. PMID: 27930330 Free PMC article.
The importance of better models in stochastic optimization.
Asi H, Duchi JC. Asi H, et al. Among authors: duchi jc. Proc Natl Acad Sci U S A. 2019 Nov 12;116(46):22924-22930. doi: 10.1073/pnas.1908018116. Epub 2019 Oct 30. Proc Natl Acad Sci U S A. 2019. PMID: 31666325 Free PMC article.