Wasserstein Variational Inference

Jun 04, 2018
Luca Ambrogioni, Umut Güçlü, Yağmur Güçlütürk, Max Hinne, Eric Maris, Marcel A. J. van Gerven

* 8 pages, 1 figure 

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Forward Amortized Inference for Likelihood-Free Variational Marginalization

May 29, 2018
Luca Ambrogioni, Umut Güçlü, Julia Berezutskaya, Eva W. P. van den Borne, Yağmur Güçlütürk, Max Hinne, Eric Maris, Marcel A. J. van Gerven

* 9 pages, 3 figures 

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Complex-valued Gaussian Process Regression for Time Series Analysis

Dec 07, 2017
Luca Ambrogioni, Eric Maris


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Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis

Dec 06, 2017
Luca Ambrogioni, Eric Maris


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The Kernel Mixture Network: A Nonparametric Method for Conditional Density Estimation of Continuous Random Variables

May 19, 2017
Luca Ambrogioni, Umut Güçlü, Marcel A. J. van Gerven, Eric Maris


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GP CaKe: Effective brain connectivity with causal kernels

May 16, 2017
Luca Ambrogioni, Max Hinne, Marcel van Gerven, Eric Maris


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Estimating Nonlinear Dynamics with the ConvNet Smoother

Apr 21, 2017
Luca Ambrogioni, Umut Güçlü, Eric Maris, Marcel van Gerven


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Analysis of Nonstationary Time Series Using Locally Coupled Gaussian Processes

Oct 31, 2016
Luca Ambrogioni, Eric Maris


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Dynamic Decomposition of Spatiotemporal Neural Signals

May 09, 2016
Luca Ambrogioni, Marcel A. J. van Gerven, Eric Maris


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