MACHINE LEARNING[ta] - Search Results

Year	Number of Results
2005	1
2008	1
2010	1
2011	1
2013	3
2014	4
2015	3
2016	2
2017	5
2018	4
2019	2
2020	7
2021	12
2022	11
2023	7
2024	5
2025	7
2026	1

1

CPAS: the UK's national machine learning-based hospital capacity planning system for COVID-19.

Qian Z, Alaa AM, van der Schaar M. Qian Z, et al. Mach Learn. 2021;110(1):15-35. doi: 10.1007/s10994-020-05921-4. Epub 2020 Nov 24. Mach Learn. 2021. PMID: 33250568 Free PMC article.

2

PreCoF: counterfactual explanations for fairness.

Goethals S, Martens D, Calders T. Goethals S, et al. Mach Learn. 2023 Mar 28:1-32. doi: 10.1007/s10994-023-06319-8. Online ahead of print. Mach Learn. 2023. PMID: 37363047 Free PMC article.

3

MLife: a lite framework for machine learning lifecycle initialization.

Yang C, Wang W, Zhang Y, Zhang Z, Shen L, Li Y, See J. Yang C, et al. Mach Learn. 2021;110(11-12):2993-3013. doi: 10.1007/s10994-021-06052-0. Epub 2021 Oct 14. Mach Learn. 2021. PMID: 34664001 Free PMC article.

4

An evaluation of machine-learning for predicting phenotype: studies in yeast, rice, and wheat.

Grinberg NF, Orhobor OI, King RD. Grinberg NF, et al. Mach Learn. 2020;109(2):251-277. doi: 10.1007/s10994-019-05848-5. Epub 2019 Oct 23. Mach Learn. 2020. PMID: 32174648 Free PMC article.

5

Interpretable optimisation-based approach for hyper-box classification.

Liapis GI, Tsoka S, Papageorgiou LG. Liapis GI, et al. Mach Learn. 2025;114(3):51. doi: 10.1007/s10994-024-06643-7. Epub 2025 Feb 6. Mach Learn. 2025. PMID: 40017483 Free PMC article.

6

How artificial intelligence and machine learning can help healthcare systems respond to COVID-19.

van der Schaar M, Alaa AM, Floto A, Gimson A, Scholtes S, Wood A, McKinney E, Jarrett D, Lio P, Ercole A. van der Schaar M, et al. Mach Learn. 2021;110(1):1-14. doi: 10.1007/s10994-020-05928-x. Epub 2020 Dec 9. Mach Learn. 2021. PMID: 33318723 Free PMC article.

7

Machine unlearning: linear filtration for logit-based classifiers.

Baumhauer T, Schöttle P, Zeppelzauer M. Baumhauer T, et al. Mach Learn. 2022;111(9):3203-3226. doi: 10.1007/s10994-022-06178-9. Epub 2022 Jul 11. Mach Learn. 2022. PMID: 36124289 Free PMC article.

8

Reflections on reciprocity in research.

Flach PA. Flach PA. Mach Learn. 2020;109(7):1281-1285. doi: 10.1007/s10994-020-05892-6. Epub 2020 Jul 16. Mach Learn. 2020. PMID: 32834470 Free PMC article. No abstract available.

9

Empirical Bayes Linked Matrix Decomposition.

Lock EF. Lock EF. Mach Learn. 2024 Oct;113(10):7451-7477. doi: 10.1007/s10994-024-06599-8. Epub 2024 Aug 7. Mach Learn. 2024. PMID: 39759800 Free PMC article.

10

IntelligentPooling: Practical Thompson Sampling for mHealth.

Tomkins S, Liao P, Klasnja P, Murphy S. Tomkins S, et al. Mach Learn. 2021 Sep;110(9):2685-2727. doi: 10.1007/s10994-021-05995-8. Epub 2021 Jun 21. Mach Learn. 2021. PMID: 34621105 Free PMC article.

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