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Unpaired data empowers association tests.
Gong M, Liu P, Sciurba FC, Stojanov P, Tao D, Tseng GC, Zhang K, Batmanghelich K. Gong M, et al. Among authors: zhang k. Bioinformatics. 2021 May 5;37(6):785-792. doi: 10.1093/bioinformatics/btaa886. Bioinformatics. 2021. PMID: 33070196 Free PMC article.
Domain Adaptation with Conditional Transferable Components.
Gong M, Zhang K, Liu T, Tao D, Glymour C, Schölkopf B. Gong M, et al. Among authors: zhang k. JMLR Workshop Conf Proc. 2016 Jun;48:2839-2848. JMLR Workshop Conf Proc. 2016. PMID: 28239433 Free PMC article.
Causal Discovery from Temporally Aggregated Time Series.
Gong M, Zhang K, Schölkopf B, Glymour C, Tao D. Gong M, et al. Among authors: zhang k. Uncertain Artif Intell. 2017 Aug;2017:269. Uncertain Artif Intell. 2017. PMID: 29899680 Free PMC article.
Twin Auxiliary Classifiers GAN.
Gong M, Xu Y, Li C, Zhang K, Batmanghelich K. Gong M, et al. Among authors: zhang k. Adv Neural Inf Process Syst. 2019 Dec;32:1328-1337. Adv Neural Inf Process Syst. 2019. PMID: 32103879 Free PMC article.
Generative-Discriminative Complementary Learning.
Xu Y, Gong M, Chen J, Liu T, Zhang K, Batmanghelich K. Xu Y, et al. Among authors: zhang k. Proc AAAI Conf Artif Intell. 2020 Feb;34(4):6526-6533. doi: 10.1609/aaai.v34i04.6126. Proc AAAI Conf Artif Intell. 2020. PMID: 32944410 Free PMC article.
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