J. Black. A non-parametric Bayesian approach to spike sorting. In Proceedings of the 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pages 1165-1168, 2006.Frank Wood Sharon,Frank Wood,Sharon Goldwater,Michael J Black.A Non-Parametric Bayesian Approach ...
Multi-modal distance metric learning: A bayesian non-parametric approach. In European Conference on Computer Vision, pages 63-77. Springer, 2014.Behnam Babagholami-Mohamadabadi, Seyed Mahdi Roostaiyan, Ali Zarghami, and Mahdieh Soleymani Baghshah, "Multi-modal distance metric learning: Abayesian ...
Bayesian non-parametrics and the probabilistic approach to modelling Modelling is fundamental to many fields of science and engineering. A model can be thought of as a representation of possible data one could predict from a... Z Ghahramani - 《Philosophical Transactions》 被引量: 92发表: 2013...
We then use Whittle's approximation to the likelihood function and follow a Bayesian non-parametric approach to obtain posterior inference on the spectral densities based on Bernstein–Dirichlet prior distributions. The prior is strategically important as it carries identifiability conditions for the ...
Hanson, TE, Kottas, A, Branscum, AJ (2008) Modelling stochastic order in the analysis of receiver operating characteristic data: Bayesian non‐parametric approaches. J Royal Stat Soc 57: pp. 207-226Hanson, T. E., Kottas, A., and Branscum, A. J. (2008). Modelling stochastic order in ...
Basically, this article introduces non-parametric Bayesian regression to get the conditional posterior distribution of the CVD risk probability. And it also emphasizes a new sampling approach, which improves efficiency of traditional case-base sampling. ...
parameters were applied: empirical Bayes estimation )EB( using a non-parametric prior and a gamma prior, and a Bayesian approach )B( with a uniform ... SH Heisterkamp,G Doornbos,M Gankema - 《Statistics in Medicine》 被引量: 54发表: 1993年 HIV in East London: ethnicity, gender and ri...
5) non-parametric model 非参数模型 1. Based on the basic idea of Bingham plastic model,a non-parametric model of magneto-rheological(MR) damper is proposed. 基于Bingham塑性模型的基本思想,建立了一种简单的磁流变阻尼器非参数模型。 2. The forming process is simplified to a discrete single ...
Previous econometric analyses of patent data rely on regression methods using purely parametric forms of the predictor for modeling the dependence of the r... A Jerak,S Wagner - 《Empirical Economics》 被引量: 44发表: 2006年 Bayesian P-Splines in Structured Additive Regression Models Summary: Th...
Non-parametric techniques are introduced for the change-point problem. Exact and approximate results are obtained for testing the null hypothesis of no change. The methods are illustrated by the analysis of three sets of data illustrating the techniques for zero-one observations, Binomial observations...