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Andrés F. López-Lopera

High-dimensional additive Gaussian processes under monotonicity constraints

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May 17, 2022
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Gaussian Process Modulated Cox Processes under Linear Inequality Constraints

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Feb 28, 2019
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Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC

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Jan 15, 2019
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Physically-inspired Gaussian processes for transcriptional regulation in Drosophila melanogaster

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Aug 29, 2018
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Switched latent force models for reverse-engineering transcriptional regulation in gene expression data

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Oct 25, 2017
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Finite-dimensional Gaussian approximation with linear inequality constraints

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Oct 20, 2017
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Sparse Linear Models applied to Power Quality Disturbance Classification

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Nov 23, 2015
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