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Items: 1 to 20 of 101

1.

Bayesian rank penalization.

Tang K, Su Z, Zhang J, Cui L, Jiang W, Luo X, Sun X.

Neural Netw. 2019 Aug;116:246-256. doi: 10.1016/j.neunet.2019.04.018. Epub 2019 May 20.

PMID:
31121422
2.

Inductive robust principal component analysis.

Bao BK, Liu G, Xu C, Yan S.

IEEE Trans Image Process. 2012 Aug;21(8):3794-800. doi: 10.1109/TIP.2012.2192742. Epub 2012 Apr 3.

PMID:
22481823
3.

Robust Alternating Low-Rank Representation by joint Lp- and L2,p-norm minimization.

Zhang Z, Zhao M, Li F, Zhang L, Yan S.

Neural Netw. 2017 Dec;96:55-70. doi: 10.1016/j.neunet.2017.08.001. Epub 2017 Sep 14.

PMID:
28987977
4.

An efficient matrix bi-factorization alternative optimization method for low-rank matrix recovery and completion.

Liu Y, Jiao LC, Shang F, Yin F, Liu F.

Neural Netw. 2013 Dec;48:8-18. doi: 10.1016/j.neunet.2013.06.013. Epub 2013 Jul 8.

PMID:
23891807
5.
6.

Bayesian adaptation of chaos representations using variational inference and sampling on geodesics.

Tsilifis P, Ghanem RG.

Proc Math Phys Eng Sci. 2018 Sep;474(2217):20180285. doi: 10.1098/rspa.2018.0285. Epub 2018 Sep 12.

PMID:
30333707
7.

Bayesian inference based on stationary Fokker-Planck sampling.

Berrones A.

Neural Comput. 2010 Jun;22(6):1573-96. doi: 10.1162/neco.2010.01-09-943.

PMID:
20141472
8.

Low-Dose Dynamic Cerebral Perfusion Computed Tomography Reconstruction via Kronecker-Basis-Representation Tensor Sparsity Regularization.

Zeng D, Xie Q, Cao W, Lin J, Zhang H, Zhang S, Huang J, Bian Z, Meng D, Xu Z, Liang Z, Chen W, Ma J.

IEEE Trans Med Imaging. 2017 Dec;36(12):2546-2556. doi: 10.1109/TMI.2017.2749212. Epub 2017 Sep 4.

9.

RPCA-KFE: Key Frame Extraction for Video Using Robust Principal Component Analysis.

Dang C, Radha H.

IEEE Trans Image Process. 2015 Nov;24(11):3742-53. doi: 10.1109/TIP.2015.2445572. Epub 2015 Jun 15.

PMID:
26087486
10.

GENERALIZED DOUBLE PARETO SHRINKAGE.

Armagan A, Dunson DB, Lee J.

Stat Sin. 2013 Jan 1;23(1):119-143.

11.

Efficient computation of partial expected value of sample information using Bayesian approximation.

Brennan A, Kharroubi SA.

J Health Econ. 2007 Jan;26(1):122-48. Epub 2006 Aug 30.

PMID:
16945438
12.

Bayesian Inference for Mixed Model-Based Genome-Wide Analysis of Expression Quantitative Trait Loci by Gibbs Sampling.

Lee C.

Front Genet. 2019 Mar 22;10:199. doi: 10.3389/fgene.2019.00199. eCollection 2019. Review.

13.

Parallel Markov chain Monte Carlo - bridging the gap to high-performance Bayesian computation in animal breeding and genetics.

Wu XL, Sun C, Beissinger TM, Rosa GJ, Weigel KA, Gatti Nde L, Gianola D.

Genet Sel Evol. 2012 Sep 25;44:29. doi: 10.1186/1297-9686-44-29.

14.

Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications.

Oh TH, Tai YW, Bazin JC, Kim H, Kweon IS.

IEEE Trans Pattern Anal Mach Intell. 2016 Apr;38(4):744-58. doi: 10.1109/TPAMI.2015.2465956. Epub 2015 Aug 7.

PMID:
26353362
15.

Robust and Fast Markov Chain Monte Carlo Sampling of Diffusion MRI Microstructure Models.

Harms RL, Roebroeck A.

Front Neuroinform. 2018 Dec 18;12:97. doi: 10.3389/fninf.2018.00097. eCollection 2018.

16.

Bayesian parameter inference and model selection by population annealing in systems biology.

Murakami Y.

PLoS One. 2014 Aug 4;9(8):e104057. doi: 10.1371/journal.pone.0104057. eCollection 2014.

17.

Efficient Markov chain Monte Carlo methods for decoding neural spike trains.

Ahmadian Y, Pillow JW, Paninski L.

Neural Comput. 2011 Jan;23(1):46-96. doi: 10.1162/NECO_a_00059. Epub 2010 Oct 21.

18.

Quantifying uncertainty in geoacoustic inversion. I. A fast Gibbs sampler approach.

Dosso SE.

J Acoust Soc Am. 2002 Jan;111(1 Pt 1):129-42.

PMID:
11831788
19.

Model Uncertainty and Bayesian Model Averaged Benchmark Dose Estimation for Continuous Data.

Shao K, Gift JS.

Risk Anal. 2014 Jan;34(1):101-20. doi: 10.1111/risa.12078. Epub 2013 Jun 11.

PMID:
23758102
20.

Blessing of Dimensionality: Recovering Mixture Data via Dictionary Pursuit.

Liu G, Liu Q, Li P.

IEEE Trans Pattern Anal Mach Intell. 2017 Jan;39(1):47-60. Epub 2016 Mar 9.

PMID:
26978552

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