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We propose a technique based on the natural gradient method for variational lower bound maximization for a variational Bayesian Kalman filter. The natural gradient approach is applied to the Kullback-Leibler divergence between the parameterized variational distribution and the posterior density of interest. Using a Gaussian assumption for the parametrized variational distribution, we obtain a closed-form iterative procedure for the Kullback-Leibler divergence minimization, producing estimates of... 相似文献
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94.
决策单元的变更对DEA有效性的影响 总被引:5,自引:0,他引:5
文中研究C~2R模型和C~2GS~2模型,当决策单元增加或减少时,DEA有效决策单元的变化。给出了DEA有效性发生变化的一些充分条件、必要条件,以及决策单元的DEA有效性都不变化的充分必要条件。 相似文献
95.
D.N. Mukhin A.M. Feigin Ya.I. Molkov E.V. Suvorov 《Advances in Space Research (includes Cospar's Information Bulletin, Space Research Today)》2006,37(12):2292-II
A technique for retrieving vertical distributions (profiles) of atmospheric gas constituents from data of passive remote sensing of the atmosphere is proposed. The goal of the technique based on the statistical (Bayesian) approach to solution of inverse problems is construction of probability distribution for a sought quantity throughout the interval of the studied heights. It is assumed that initial data contain measurement noise, and a priori information about properties of the profile is used. It is proposed to approximate the sought profile by a function in the form of an artificial neural network. This approximation allows optimal inclusion of a priori information into retrieval procedure, thus ensuring the most effective regularization of the problem. Efficiency of the proposed technique is demonstrated on an example of retrieval of vertical ozone profile from data of ground-based sounding of the atmosphere in the millimeter wavelength range. Results of profile retrieval from model data and from spectra of radiation temperature of the atmosphere measured in the Apatity (67° N, 33° E) in the winter of 2002–2003 are presented. 相似文献
96.
M.P. Natali A. Meza 《Advances in Space Research (includes Cospar's Information Bulletin, Space Research Today)》2013
In this paper we show the VTEC variations at night, considering their geomagnetic, seasonal and solar activity dependences. The variations are analyzed in two time periods 10 p.m. (pre-midnight) and 2 a.m. (post-midnight); and for two different solar conditions; one during high solar activity (2000) and the other during low solar activity (2008). Spatial and temporal ionosphere variability is investigated from Global IGS VTEC maps applying Principal Component Analysis (PCA). 相似文献
97.
Vasileios Tserolas Stelios P. Mertikas Xenophon Frantzis 《Advances in Space Research (includes Cospar's Information Bulletin, Space Research Today)》2013
The Global Positioning System makes it possible, nowadays, to measure crustal displacements with unprecedented accuracy. These measurements can improve our understanding of the spatio-temporal evolution of motion along tectonic plate boundaries, as well as deepen our comprehension for the nature of earthquake fault behavior and earthquake cycle. The Hellenic subduction zone and the earthquake-prone Crete, with large crustal motions of 3–4 cm/yr, may provide such a natural laboratory for this type of investigation. In this work, we examine the statistical structure and behavior of time series, as produced by permanent GPS sites, established on the islands of Crete and Gavdos. 相似文献
98.
Most searches for alien radio transmissions have focused on finding omni-directional or purposefully earth-directed beams of enduring duration. However, most of the interesting signals so far detected have been transient and non-repeatable in nature. These signals could very well be the first data points in an ever-growing data base of such signals used to construct a probabilistic argument for the existence of extraterrestrial intelligence. This paper looks at the effect base rate bias could have on deciding which signals to include in such an archive based upon the likely assumption that our ability to discern natural from artificial signals will be less than perfect. 相似文献
99.
在英译汉训练中,加强英文单词的辨析和理解,提高英语的分析能力是表达原著内容的基础;只有了解英语文化背景,掌握常用的翻译技巧,才能提高汉语水平使译文达意通顺。 相似文献
100.