Welling M - Search Results

1

Topographic product models applied to natural scene statistics.

Osindero S, Welling M, Hinton GE. Osindero S, et al. Among authors: welling m. Neural Comput. 2006 Feb;18(2):381-414. doi: 10.1162/089976606775093936. Neural Comput. 2006. PMID: 16378519

2

Sequential Tests for Large-Scale Learning.

Korattikara A, Chen Y, Welling M. Korattikara A, et al. Among authors: welling m. Neural Comput. 2016 Jan;28(1):45-70. doi: 10.1162/NECO_a_00796. Epub 2015 Nov 24. Neural Comput. 2016. PMID: 26599710

3

Bayesian k-Means as a "maximization-expectation" algorithm.

Kurihara K, Welling M. Kurihara K, et al. Among authors: welling m. Neural Comput. 2009 Apr;21(4):1145-72. doi: 10.1162/neco.2008.12-06-421. Neural Comput. 2009. PMID: 19199394

4

Linear response algorithms for approximate inference in graphical models.

Welling M, Teh YW. Welling M, et al. Neural Comput. 2004 Jan;16(1):197-221. doi: 10.1162/08997660460734056. Neural Comput. 2004. PMID: 15006029

5

Probabilistic sequential independent components analysis.

Welling M, Zemel RS, Hinton GE. Welling M, et al. IEEE Trans Neural Netw. 2004 Jul;15(4):838-49. doi: 10.1109/TNN.2004.828765. IEEE Trans Neural Netw. 2004. PMID: 15461077

6

A constrained EM algorithm for independent component analysis.

Welling M, Weber M. Welling M, et al. Neural Comput. 2001 Mar;13(3):677-89. doi: 10.1162/089976601300014510. Neural Comput. 2001. PMID: 11244561

7

POPE: post optimization posterior evaluation of likelihood free models.

Meeds E, Chiang M, Lee M, Cinquin O, Lowengrub J, Welling M. Meeds E, et al. Among authors: welling m. BMC Bioinformatics. 2015 Aug 20;16:264. doi: 10.1186/s12859-015-0658-1. BMC Bioinformatics. 2015. PMID: 26289041 Free PMC article.

8

Interpretation of microbiota-based diagnostics by explaining individual classifier decisions.

Eck A, Zintgraf LM, de Groot EFJ, de Meij TGJ, Cohen TS, Savelkoul PHM, Welling M, Budding AE. Eck A, et al. Among authors: welling m. BMC Bioinformatics. 2017 Oct 4;18(1):441. doi: 10.1186/s12859-017-1843-1. BMC Bioinformatics. 2017. PMID: 28978318 Free PMC article.

9

Predicting Simulation Parameters of Biological Systems Using a Gaussian Process Model.

Zhu X, Welling M, Jin F, Lowengrub J. Zhu X, et al. Among authors: welling m. Stat Anal Data Min. 2012 Dec;5(6):509-522. doi: 10.1002/sam.11163. Stat Anal Data Min. 2012. PMID: 23482410 Free PMC article.

10

Control of Caenorhabditis elegans germ-line stem-cell cycling speed meets requirements of design to minimize mutation accumulation.

Chiang M, Cinquin A, Paz A, Meeds E, Price CA, Welling M, Cinquin O. Chiang M, et al. Among authors: welling m. BMC Biol. 2015 Jul 18;13:51. doi: 10.1186/s12915-015-0148-y. BMC Biol. 2015. PMID: 26187634 Free PMC article.

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