Andrés F. López-Lopera

Sparse Linear Models Applied to Power Quality Disturbance Classification

Mauricio A. Álvarez, Álvaro Orozco, Andrés F. López-Lopera, 2016, CIARP.

Gaussian Process Modulated Cox Processes under Linear Inequality Constraints

Andrés F. López-Lopera, Nicolas Durrande, S. T. John, 2019, AISTATS.

Finite-dimensional Gaussian approximation with linear inequality constraints pdf

Olivier Roustant, François Bachoc, Andrés F. López-Lopera, 2017, SIAM/ASA J. Uncertain. Quantification.

Gaussian Processes for Slice-Based Super-Resolution MR Images

Mauricio A. Álvarez, Juan Antonio Hernández Tamames, Norberto Malpica, 2015, ISVC.

Switched Latent Force Models for Reverse-Engineering Transcriptional Regulation in Gene Expression Data

Andrés F. López-Lopera, Mauricio A. Álvarez, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC pdf

Olivier Roustant, François Bachoc, Andrés F. López-Lopera, 2018, Springer Proceedings in Mathematics & Statistics.

Physically-inspired Gaussian processes for transcriptional regulation in Drosophila melanogaster pdf

Mauricio A. Álvarez, Andrés F. López-Lopera, Nicolas Durrande, 2018, ArXiv.

Improving Diffusion Tensor Estimation Using Adaptive and Optimized Filtering Based on Local Similarity

Mauricio A. Álvarez, Álvaro Orozco, Andrés F. López-Lopera, 2015, IbPRIA.