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Page 1
Bayesian Distance Clustering.
Duan LL, Dunson DB. Duan LL, et al. J Mach Learn Res. 2021 Jan-Dec;22:224. J Mach Learn Res. 2021. PMID: 35782785 Free PMC article.
Soft Tensor Regression.
Papadogeorgou G, Zhang Z, Dunson DB. Papadogeorgou G, et al. J Mach Learn Res. 2021 Jan-Dec;22:219. J Mach Learn Res. 2021. PMID: 35754924 Free PMC article.
Generalized infinite factorization models.
Schiavon L, Canale A, Dunson DB. Schiavon L, et al. Biometrika. 2022 Sep;109(3):817-835. doi: 10.1093/biomet/asab056. Epub 2022 Jan 19. Biometrika. 2022. PMID: 36105175 Free PMC article.
Projected t-SNE for batch correction.
Aliverti E, Tilson JL, Filer DL, Babcock B, Colaneri A, Ocasio J, Gershon TR, Wilhelmsen KC, Dunson DB. Aliverti E, et al. Bioinformatics. 2020 Jun 1;36(11):3522-3527. doi: 10.1093/bioinformatics/btaa189. Bioinformatics. 2020. PMID: 32176244 Free PMC article.
Bayesian Modeling of Sequential Discoveries.
Zito A, Rigon T, Ovaskainen O, Dunson DB. Zito A, et al. J Am Stat Assoc. 2023;118(544):2521-2532. doi: 10.1080/01621459.2022.2060835. Epub 2022 May 13. J Am Stat Assoc. 2023. PMID: 38501061 Free PMC article.
Ellipsoid fitting with the Cayley transform.
Melikechi O, Dunson DB. Melikechi O, et al. IEEE Trans Signal Process. 2024;72:70-83. doi: 10.1109/tsp.2023.3332560. Epub 2023 Nov 21. IEEE Trans Signal Process. 2024. PMID: 38283047
Robust Clustering with Subpopulation-specific Deviations.
Stephenson BJK, Herring AH, Olshan A. Stephenson BJK, et al. J Am Stat Assoc. 2020;115(530):521-537. doi: 10.1080/01621459.2019.1611583. Epub 2019 Jun 19. J Am Stat Assoc. 2020. PMID: 32952235 Free PMC article.
Latent Nested Nonparametric Priors (with Discussion).
Camerlenghi F, Dunson DB, Lijoi A, Prünster I, Rodríguez A. Camerlenghi F, et al. Bayesian Anal. 2019 Dec;14(4):1303-1356. doi: 10.1214/19-BA1169. Epub 2019 Jun 27. Bayesian Anal. 2019. PMID: 35978607 Free PMC article.
30 results