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08/07/2018
Multi-Output Convolution Spectral Mixture for Gaussian Processes
Multi-output Gaussian processes (MOGPs) are recently extended by using s...
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08/03/2018
Generalized Spectral Mixture Kernels for Multi-Task Gaussian Processes
Multi-Task Gaussian processes (MTGPs) have shown a significant progress ...
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08/01/2018
Spectral Mixture Kernels with Time and Phase Delay Dependencies
Spectral Mixture (SM) kernels form a powerful class of kernels for Gauss...
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06/12/2018
A Novel Bayesian Approach for Latent Variable Modeling from Mixed Data with Missing Values
We consider the problem of learning parameters of latent variable models...
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05/24/2018
Stable specification search in structural equation model with latent variables
In our previous study, we introduced stable specification search for cro...
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05/22/2016
Causality on Longitudinal Data: Stable Specification Search in Constrained Structural Equation Modeling
A typical problem in causal modeling is the instability of model structu...
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06/18/2015