Peripheral nerve segmentation using Nonparametric Bayesian Hierarchical Clustering. - Juan J. Giraldo; Mauricio A. Álvarez; Álvaro Á. Orozco (EMBC, 2015)

Peripheral Nerve Segmentation Using Speckle Removal and Bayesian Shape Models. - Hernán F. García; Juan J. Giraldo; Mauricio A. Álvarez; Álvaro Á. Orozco; Diego Salazar (IbPRIA, 2015)

A Fully Natural Gradient Scheme for Improving Inference of the Heterogeneous Multi-Output Gaussian Process Model. - Juan-José Giraldo; Mauricio A. Álvarez (CoRR, 2019)

Correlated Chained Gaussian Processes for Modelling Citizens Mobility Using a Zero-Inflated Poisson Likelihood. - Juan-José Giraldo; Jie Zhang 003; Mauricio A. Álvarez (IEEE Trans. Intell. Transp. Syst., 2022)

A Fully Natural Gradient Scheme for Improving Inference of the Heterogeneous Multioutput Gaussian Process Model. - Juan-José Giraldo; Mauricio A. Álvarez (IEEE Trans. Neural Networks Learn. Syst., 2022)

Correlated Chained Gaussian Processes for Datasets With Multiple Annotators. - Julián Gil González; Juan-José Giraldo; Andrés Marino Álvarez-Meza; Álvaro-Ángel Orozco-Gutiérrez; Mauricio A. Álvarez (IEEE Trans. Neural Networks Learn. Syst., 2023)