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Titlebook: Neural Information Processing; 23rd International C Akira Hirose,Seiichi Ozawa,Derong Liu Conference proceedings 2016 Springer Internationa

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Modal Regression via Direct Log-Density Derivative Estimation and output. On the other hand, when the conditional density with multiple modes is analyzed, . comes in handy. . (PMS) is a promising method of modal regression, which updates data points toward conditional modes by gradient ascent. In the implementation, PMS first obtains an estimate of the joint
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Nuclear Norm Regularized Randomized Neural Networkhidden layer are not learned; they are assigned from some probability distribution. The weights between the hidden layer and the output targets are learnt. Neural networks are believed to mimic the human brain; it is well known that the brain is a redundant network. In this work we propose to explic
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Gram-Schmidt Orthonormalization to the Adaptive ICA Function for Fixing the Permutation Ambiguity, where the weights are determined by adaptively estimated kurtoses. In this paper, the Gram-Schmidt orthonormalization is applied to the optimization of AIF. The proposed method is theoretically guaranteed to extract the independent components in the unique order of the degree of non-Gaussianity. C
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Hideitsu Hino,Ken Takano,Shotaro Akaho,Noboru Murata1980.Includes supplementary material: .The relationships between soils, microbes and humans are of crucial relevance in the tropics, where plant stress and microbial activity are exacerbated. This volume of Soil Biology presents the living component of tropical soils, showing how it is shaped by env
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