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Graph-based regularization for regression problems with alignment and highly-correlated designs.
SIAM J Math Data Sci. 2020;2(2):480-504. doi: 10.1137/19M1287365. Epub 2020 Jun 16.
SIAM J Math Data Sci. 2020.
PMID: 32968717
Free PMC article.
Learning High-dimensional Generalized Linear Autoregressive Models.
Hall EC, Raskutti G, Willett RM.
Hall EC, et al. Among authors: raskutti g.
IEEE Trans Inf Theory. 2019 Apr;65(4):2401-2422. doi: 10.1109/TIT.2018.2884673. Epub 2018 Dec 4.
IEEE Trans Inf Theory. 2019.
PMID: 31839683
Free PMC article.
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PUlasso: High-Dimensional Variable Selection With Presence-Only Data.
Song H, Raskutti G.
Song H, et al. Among authors: raskutti g.
J Am Stat Assoc. 2019;115(529):334-347. doi: 10.1080/01621459.2018.1546587. Epub 2019 Apr 11.
J Am Stat Assoc. 2019.
PMID: 32255883
Free PMC article.
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The bias of isotonic regression.
Dai R, Song H, Barber RF, Raskutti G.
Dai R, et al. Among authors: raskutti g.
Electron J Stat. 2020;14(1):801-834. doi: 10.1214/20-ejs1677. Epub 2020 Feb 5.
Electron J Stat. 2020.
PMID: 32489515
Free PMC article.
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Inferring Protein Sequence-Function Relationships with Large-Scale Positive-Unlabeled Learning.
Song H, Bremer BJ, Hinds EC, Raskutti G, Romero PA.
Song H, et al. Among authors: raskutti g.
Cell Syst. 2021 Jan 20;12(1):92-101.e8. doi: 10.1016/j.cels.2020.10.007. Epub 2020 Nov 18.
Cell Syst. 2021.
PMID: 33212013
Free PMC article.
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Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach.
Kontar R, Raskutti G, Zhou S.
Kontar R, et al. Among authors: raskutti g.
IEEE Trans Pattern Anal Mach Intell. 2021 Oct;43(10):3508-3522. doi: 10.1109/TPAMI.2020.2987482. Epub 2021 Sep 2.
IEEE Trans Pattern Anal Mach Intell. 2021.
PMID: 32305903
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Pretreatment gene expression profiles can be used to predict response to neoadjuvant chemoradiotherapy in esophageal cancer.
Duong C, Greenawalt DM, Kowalczyk A, Ciavarella ML, Raskutti G, Murray WK, Phillips WA, Thomas RJ.
Duong C, et al. Among authors: raskutti g.
Ann Surg Oncol. 2007 Dec;14(12):3602-9. doi: 10.1245/s10434-007-9550-1. Epub 2007 Sep 26.
Ann Surg Oncol. 2007.
PMID: 17896157
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