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Mauricio A. Alvarez

Scalable Multi-Output Gaussian Processes with Stochastic Variational Inference

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Jul 02, 2024
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Longitudinal prediction of DNA methylation to forecast epigenetic outcomes

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Dec 19, 2023
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Machine Learning for a Low-cost Air Pollution Network

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Nov 28, 2019
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Differentially Private Regression and Classification with Sparse Gaussian Processes

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Sep 19, 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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A Tucker decomposition process for probabilistic modeling of diffusion magnetic resonance imaging

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Jun 25, 2016
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Generalized Wishart processes for interpolation over diffusion tensor fields

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Jun 25, 2016
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Kernels for Vector-Valued Functions: a Review

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Apr 16, 2012
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