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Predicting cellular responses to complex perturbations in high-throughput screens.
Lotfollahi M, Klimovskaia Susmelj A, De Donno C, Hetzel L, Ji Y, Ibarra IL, Srivatsan SR, Naghipourfar M, Daza RM, Martin B, Shendure J, McFaline-Figueroa JL, Boyeau P, Wolf FA, Yakubova N, Günnemann S, Trapnell C, Lopez-Paz D, Theis FJ. Lotfollahi M, et al. Among authors: lopez paz d. Mol Syst Biol. 2023 Jun 12;19(6):e11517. doi: 10.15252/msb.202211517. Epub 2023 May 8. Mol Syst Biol. 2023. PMID: 37154091 Free PMC article.
Interpolation consistency training for semi-supervised learning.
Verma V, Kawaguchi K, Lamb A, Kannala J, Solin A, Bengio Y, Lopez-Paz D. Verma V, et al. Among authors: lopez paz d. Neural Netw. 2022 Jan;145:90-106. doi: 10.1016/j.neunet.2021.10.008. Epub 2021 Oct 21. Neural Netw. 2022. PMID: 34735894 Free article.