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This a Bayesian ICA algorithm for the linear instantaneous mixing model with additive Gaussian noise [1]. The inference problem is solved by ML-II, i.e. the sources are found by integration over the source posterior and the noise covariance and mixin
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一个基础贝叶斯变换的压缩感知，包含一个源代码和一个一维信号处理的例子和两个二维图像的例子,The basic BCS implemented via a variational Bayesian approach. The package includes the core VB-BCS code, one example of a 1-dimensional signal and two examples of 2-dimensional images.
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变分贝叶斯最小二乘法的matlab程序。-Variational Bayesian least-squares method matlab program
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The library is a C++/Python implementation of the variational building block framework introduced in our papers. The framework allows easy learning of a wide variety of models using variational Bayesian learning
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Variational Bayesian Multinomial Probit Regression with
Gaussian Process Priors. -Variational Bayesian Multinomial Probit Regression with Gaussian Process Priors.
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文章“要素分析的贝叶斯混合变分推断方法”的matlab程序-Matlab program of The article Variational Infence for Bayesian mixture lof factor analysers
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HMM模型的变分贝叶斯方法Matlab程序。-The Matlab program of variational Bayesian for HMM model
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Bayesian mixture of Gaussians. This set of files contains functions for performing inference and learning on a Bayesian Gaussian mixture model. Learning is carried out via the variational expectation maximization algorithm.
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用Matlab写的高斯混合模型的贝叶斯EM估计，-Variational Bayesian EM for Gaussian mixture models
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variational bayesian blind image restoration
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Propagation Algorithms for Variational Bayesian Learning.
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Variational Inference for Bayesian Mixtures of Factor Analysers.
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这是一个贝叶斯独立分量分析(ICA)算法的线性瞬时混合高斯噪声模型和添加剂。解决问题的是ML-II推论,即资源的整合在发现源后和噪声协方差矩阵和混合了最大化的边际似然。充分统计量的估计平均场或变分理论和线性响应修正或通过自适应平均场理论水龙头。平均场方程,解决了信仰传播法的或连续的迭代。-This is a bayesian independent component analysis (ICA) algorithm of instantaneous linear mixed gaussian
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Variational inference for Bayesian variable selection
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基于变分贝叶斯估计的相机抖动模糊图像的盲复原算法.pdf-Blurred image of the blind restoration algorithm based on variational Bayesian estimation of camera jitter. Pdf
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基于变分贝叶斯里理论的图像超分辨率重建技术，对于理解超分辨率技术有一定帮助。-In theory based on variational Bayesian image super-resolution reconstruction technique for understanding the super-resolution technology has certainly helped.
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A Hierarchical Latent Variable Model for Data Visualization.pdf
Bayesian Image Super-Resolution.pdf
Bayesian Inference_An Introduction to Principles and Practice in Machine Learning.pdf
Fast Marginal Likehood Maximisation for Sparse Bayesian Mo
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变分贝叶斯方法进行压缩感知中的稀疏信号的重构-Variational Bayesian method for CS reconstruction
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一种隐藏因子重构遗传调控网络的贝叶斯方法，这是一个变化的贝叶斯状态空间模型的MATLAB工具箱的图形化前端 -Reconstruction of a hidden factor of genetic regulatory network Bayesian approach, This is a graphical front end for the Variational Bayesian State Space Modelling toolbox for Matlab8
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