Juan J. Giraldo

According to our database, Juan J. Giraldo authored at least 6 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Correlated Chained Gaussian Processes for Datasets With Multiple Annotators.

Julián Gil González, Juan-José Giraldo, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez, Mauricio A. Álvarez

IEEE Trans. Neural Networks Learn. Syst., August, 2023

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 Modelling Citizens Mobility Using a Zero-Inflated Poisson Likelihood.

Juan-José Giraldo, Jie Zhang, Mauricio A. Álvarez

IEEE Trans. Intell. Transp. Syst., 2022

2019

A Fully Natural Gradient Scheme for Improving Inference of the Heterogeneous Multi-Output Gaussian Process Model.

Juan-José Giraldo, Mauricio A. Álvarez

CoRR, 2019

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

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Peripheral nerve segmentation using Nonparametric Bayesian Hierarchical Clustering.

Juan J. Giraldo, Mauricio A. Álvarez, Álvaro Á. Orozco

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015